This website is designed to inform physicians and provide them with probability scores for a number of outcomes. The models calculate the probability that certain side-effects, treatment outcomes and follow-up outcomes will occur. ptTheragnostic B.V. does not record prediction tool user outcome.

These models should only be used by physicians who are familiar with the complexity of treatment decisions in cancer treatment and should not be used directly by patients. We emphasize that the purpose of these models is to inform physicians and that the models should not be used for decision support. The models available on this website are not regarded as medical devices under the current MEDDEV guidelines from the European Commission.

The calculators which are provided are freeware for personal use only. They are not public domain software and may not be sold or used for commercial purposes. Permission to use and backup this software for any non-commercial purpose, without fee, and without a written agreement is hereby granted. Permission to distribute this software for any non-commercial purpose, without fee, and without a written agreement is hereby granted, provided that a reference to the following website and the entire License and Disclaimer are provided with all distributed copies: http://www.PredictCancer.org

The authors have made every effort to ensure that the information provided by this software is accurate and conforms to the methods described in the publications. However, the probability estimates published in the papers and which are estimated with these calculators may differ from those found in current clinical practice. In addition, a patient's prognosis may depend on other factors than those taken into account here. Thus, any decisions concerning patient care should not be based only on the use of these calculators, but should also take into account the patient's past history and other current patient and tumor characteristics. The model output supplements but does not substitute this individual clinical assessment. The creators of the PredictCancer website are not liable for clinical decision making that occurs between a physician and a patient.

As medical science is constantly changing and human error is always possible, the information contained in the prediction tools may be outdated, incomplete or incorrect. The authors, ptTheragnostic and MAASTRO clinic do not warrant the calculators' accuracy nor are they responsible for any omissions, errors or outcomes resulting from the use of these calculators. In no event shall either the authors, ptTheragnostic or MAASTRO clinic be liable to any party for any direct, indirect, special, incidental, or consequential damages, including lost profits, arising from the use of this software even if they have been advised of the possibility of such damage.

The authors, ptTheragnostic and MAASTRO clinic specifically disclaim any warranties, including but not limited to, the implied warranty of fitness for calculating the probabilities of outcomes for patients. The software provided hereunder is on an as is basis and neither the authors, ptTheragnostic nor the MAASTRO clinic have any obligations to provide maintenance, support, updates, enhancements or modifications.

By proceeding with use of the models, the user agrees that they have read and agreed with these terms.

This website is designed to inform physicians and provide them with probability scores for a number of outcomes. The models calculate the probability that certain side-effects, treatment outcomes and follow-up outcomes will occur. ptTheragnostic B.V. does not record prediction tool user outcome.

These models should only be used by physicians who are familiar with the complexity of treatment decisions in cancer treatment and should not be used directly by patients. We emphasize that the purpose of these models is to inform physicians and that the models should not be used for decision support. The models available on this website are not regarded as medical devices under the current MEDDEV guidelines from the European Commission.

The calculators which are provided are freeware for personal use only. They are not public domain software and may not be sold or used for commercial purposes. Permission to use and backup this software for any non-commercial purpose, without fee, and without a written agreement is hereby granted. Permission to distribute this software for any non-commercial purpose, without fee, and without a written agreement is hereby granted, provided that a reference to the following website and the entire License and Disclaimer are provided with all distributed copies: http://www.PredictCancer.org

The authors have made every effort to ensure that the information provided by this software is accurate and conforms to the methods described in the publications. However, the probability estimates published in the papers and which are estimated with these calculators may differ from those found in current clinical practice. In addition, a patient's prognosis may depend on other factors than those taken into account here. Thus, any decisions concerning patient care should not be based only on the use of these calculators, but should also take into account the patient's past history and other current patient and tumor characteristics. The model output supplements but does not substitute this individual clinical assessment. The creators of the PredictCancer website are not liable for clinical decision making that occurs between a physician and a patient.

As medical science is constantly changing and human error is always possible, the information contained in the prediction tools may be outdated, incomplete or incorrect. The authors, ptTheragnostic and MAASTRO clinic do not warrant the calculators' accuracy nor are they responsible for any omissions, errors or outcomes resulting from the use of these calculators. In no event shall either the authors, ptTheragnostic or MAASTRO clinic be liable to any party for any direct, indirect, special, incidental, or consequential damages, including lost profits, arising from the use of this software even if they have been advised of the possibility of such damage.

The authors, ptTheragnostic and MAASTRO clinic specifically disclaim any warranties, including but not limited to, the implied warranty of fitness for calculating the probabilities of outcomes for patients. The software provided hereunder is on an as is basis and neither the authors, ptTheragnostic nor the MAASTRO clinic have any obligations to provide maintenance, support, updates, enhancements or modifications.

By proceeding with use of the models, the user agrees that they have read and agreed with these terms.

This website is designed to inform physicians and provide them with probability scores for a number of outcomes. The models calculate the probability that certain side-effects, treatment outcomes and follow-up outcomes will occur. ptTheragnostic B.V. does not record prediction tool user outcome.

These models should only be used by physicians who are familiar with the complexity of treatment decisions in cancer treatment and should not be used directly by patients. We emphasize that the purpose of these models is to inform physicians and that the models should not be used for decision support. The models available on this website are not regarded as medical devices under the current MEDDEV guidelines from the European Commission.

The calculators which are provided are freeware for personal use only. They are not public domain software and may not be sold or used for commercial purposes. Permission to use and backup this software for any non-commercial purpose, without fee, and without a written agreement is hereby granted. Permission to distribute this software for any non-commercial purpose, without fee, and without a written agreement is hereby granted, provided that a reference to the following website and the entire License and Disclaimer are provided with all distributed copies: http://www.PredictCancer.org

The authors have made every effort to ensure that the information provided by this software is accurate and conforms to the methods described in the publications. However, the probability estimates published in the papers and which are estimated with these calculators may differ from those found in current clinical practice. In addition, a patient's prognosis may depend on other factors than those taken into account here. Thus, any decisions concerning patient care should not be based only on the use of these calculators, but should also take into account the patient's past history and other current patient and tumor characteristics. The model output supplements but does not substitute this individual clinical assessment. The creators of the PredictCancer website are not liable for clinical decision making that occurs between a physician and a patient.

As medical science is constantly changing and human error is always possible, the information contained in the prediction tools may be outdated, incomplete or incorrect. The authors, ptTheragnostic and MAASTRO clinic do not warrant the calculators' accuracy nor are they responsible for any omissions, errors or outcomes resulting from the use of these calculators. In no event shall either the authors, ptTheragnostic or MAASTRO clinic be liable to any party for any direct, indirect, special, incidental, or consequential damages, including lost profits, arising from the use of this software even if they have been advised of the possibility of such damage.

The authors, ptTheragnostic and MAASTRO clinic specifically disclaim any warranties, including but not limited to, the implied warranty of fitness for calculating the probabilities of outcomes for patients. The software provided hereunder is on an as is basis and neither the authors, ptTheragnostic nor the MAASTRO clinic have any obligations to provide maintenance, support, updates, enhancements or modifications.

By proceeding with use of the models, the user agrees that they have read and agreed with these terms.

This website is designed to inform physicians and provide them with probability scores for a number of outcomes. The models calculate the probability that certain side-effects, treatment outcomes and follow-up outcomes will occur. ptTheragnostic B.V. does not record prediction tool user outcome.

These models should only be used by physicians who are familiar with the complexity of treatment decisions in cancer treatment and should not be used directly by patients. We emphasize that the purpose of these models is to inform physicians and that the models should not be used for decision support. The models available on this website are not regarded as medical devices under the current MEDDEV guidelines from the European Commission.

The calculators which are provided are freeware for personal use only. They are not public domain software and may not be sold or used for commercial purposes. Permission to use and backup this software for any non-commercial purpose, without fee, and without a written agreement is hereby granted. Permission to distribute this software for any non-commercial purpose, without fee, and without a written agreement is hereby granted, provided that a reference to the following website and the entire License and Disclaimer are provided with all distributed copies: http://www.PredictCancer.org

The authors have made every effort to ensure that the information provided by this software is accurate and conforms to the methods described in the publications. However, the probability estimates published in the papers and which are estimated with these calculators may differ from those found in current clinical practice. In addition, a patient's prognosis may depend on other factors than those taken into account here. Thus, any decisions concerning patient care should not be based only on the use of these calculators, but should also take into account the patient's past history and other current patient and tumor characteristics. The model output supplements but does not substitute this individual clinical assessment. The creators of the PredictCancer website are not liable for clinical decision making that occurs between a physician and a patient.

As medical science is constantly changing and human error is always possible, the information contained in the prediction tools may be outdated, incomplete or incorrect. The authors, ptTheragnostic and MAASTRO clinic do not warrant the calculators' accuracy nor are they responsible for any omissions, errors or outcomes resulting from the use of these calculators. In no event shall either the authors, ptTheragnostic or MAASTRO clinic be liable to any party for any direct, indirect, special, incidental, or consequential damages, including lost profits, arising from the use of this software even if they have been advised of the possibility of such damage.

The authors, ptTheragnostic and MAASTRO clinic specifically disclaim any warranties, including but not limited to, the implied warranty of fitness for calculating the probabilities of outcomes for patients. The software provided hereunder is on an as is basis and neither the authors, ptTheragnostic nor the MAASTRO clinic have any obligations to provide maintenance, support, updates, enhancements or modifications.

By proceeding with use of the models, the user agrees that they have read and agreed with these terms.

This website is designed to inform physicians and provide them with probability scores for a number of outcomes. The models calculate the probability that certain side-effects, treatment outcomes and follow-up outcomes will occur. ptTheragnostic B.V. does not record prediction tool user outcome.

These models should only be used by physicians who are familiar with the complexity of treatment decisions in cancer treatment and should not be used directly by patients. We emphasize that the purpose of these models is to inform physicians and that the models should not be used for decision support. The models available on this website are not regarded as medical devices under the current MEDDEV guidelines from the European Commission.

The calculators which are provided are freeware for personal use only. They are not public domain software and may not be sold or used for commercial purposes. Permission to use and backup this software for any non-commercial purpose, without fee, and without a written agreement is hereby granted. Permission to distribute this software for any non-commercial purpose, without fee, and without a written agreement is hereby granted, provided that a reference to the following website and the entire License and Disclaimer are provided with all distributed copies: http://www.PredictCancer.org

The authors have made every effort to ensure that the information provided by this software is accurate and conforms to the methods described in the publications. However, the probability estimates published in the papers and which are estimated with these calculators may differ from those found in current clinical practice. In addition, a patient's prognosis may depend on other factors than those taken into account here. Thus, any decisions concerning patient care should not be based only on the use of these calculators, but should also take into account the patient's past history and other current patient and tumor characteristics. The model output supplements but does not substitute this individual clinical assessment. The creators of the PredictCancer website are not liable for clinical decision making that occurs between a physician and a patient.

As medical science is constantly changing and human error is always possible, the information contained in the prediction tools may be outdated, incomplete or incorrect. The authors, ptTheragnostic and MAASTRO clinic do not warrant the calculators' accuracy nor are they responsible for any omissions, errors or outcomes resulting from the use of these calculators. In no event shall either the authors, ptTheragnostic or MAASTRO clinic be liable to any party for any direct, indirect, special, incidental, or consequential damages, including lost profits, arising from the use of this software even if they have been advised of the possibility of such damage.

The authors, ptTheragnostic and MAASTRO clinic specifically disclaim any warranties, including but not limited to, the implied warranty of fitness for calculating the probabilities of outcomes for patients. The software provided hereunder is on an as is basis and neither the authors, ptTheragnostic nor the MAASTRO clinic have any obligations to provide maintenance, support, updates, enhancements or modifications.

By proceeding with use of the models, the user agrees that they have read and agreed with these terms.

This website is designed to inform physicians and provide them with probability scores for a number of outcomes. The models calculate the probability that certain side-effects, treatment outcomes and follow-up outcomes will occur. ptTheragnostic B.V. does not record prediction tool user outcome.

These models should only be used by physicians who are familiar with the complexity of treatment decisions in cancer treatment and should not be used directly by patients. We emphasize that the purpose of these models is to inform physicians and that the models should not be used for decision support. The models available on this website are not regarded as medical devices under the current MEDDEV guidelines from the European Commission.

The calculators which are provided are freeware for personal use only. They are not public domain software and may not be sold or used for commercial purposes. Permission to use and backup this software for any non-commercial purpose, without fee, and without a written agreement is hereby granted. Permission to distribute this software for any non-commercial purpose, without fee, and without a written agreement is hereby granted, provided that a reference to the following website and the entire License and Disclaimer are provided with all distributed copies: http://www.PredictCancer.org

The authors have made every effort to ensure that the information provided by this software is accurate and conforms to the methods described in the publications. However, the probability estimates published in the papers and which are estimated with these calculators may differ from those found in current clinical practice. In addition, a patient's prognosis may depend on other factors than those taken into account here. Thus, any decisions concerning patient care should not be based only on the use of these calculators, but should also take into account the patient's past history and other current patient and tumor characteristics. The model output supplements but does not substitute this individual clinical assessment. The creators of the PredictCancer website are not liable for clinical decision making that occurs between a physician and a patient.

As medical science is constantly changing and human error is always possible, the information contained in the prediction tools may be outdated, incomplete or incorrect. The authors, ptTheragnostic and MAASTRO clinic do not warrant the calculators' accuracy nor are they responsible for any omissions, errors or outcomes resulting from the use of these calculators. In no event shall either the authors, ptTheragnostic or MAASTRO clinic be liable to any party for any direct, indirect, special, incidental, or consequential damages, including lost profits, arising from the use of this software even if they have been advised of the possibility of such damage.

The authors, ptTheragnostic and MAASTRO clinic specifically disclaim any warranties, including but not limited to, the implied warranty of fitness for calculating the probabilities of outcomes for patients. The software provided hereunder is on an as is basis and neither the authors, ptTheragnostic nor the MAASTRO clinic have any obligations to provide maintenance, support, updates, enhancements or modifications.

By proceeding with use of the models, the user agrees that they have read and agreed with these terms.

This website is designed to inform physicians and provide them with probability scores for a number of outcomes. The models calculate the probability that certain side-effects, treatment outcomes and follow-up outcomes will occur. ptTheragnostic B.V. does not record prediction tool user outcome.

These models should only be used by physicians who are familiar with the complexity of treatment decisions in cancer treatment and should not be used directly by patients. We emphasize that the purpose of these models is to inform physicians and that the models should not be used for decision support. The models available on this website are not regarded as medical devices under the current MEDDEV guidelines from the European Commission.

The calculators which are provided are freeware for personal use only. They are not public domain software and may not be sold or used for commercial purposes. Permission to use and backup this software for any non-commercial purpose, without fee, and without a written agreement is hereby granted. Permission to distribute this software for any non-commercial purpose, without fee, and without a written agreement is hereby granted, provided that a reference to the following website and the entire License and Disclaimer are provided with all distributed copies: http://www.PredictCancer.org

The authors have made every effort to ensure that the information provided by this software is accurate and conforms to the methods described in the publications. However, the probability estimates published in the papers and which are estimated with these calculators may differ from those found in current clinical practice. In addition, a patient's prognosis may depend on other factors than those taken into account here. Thus, any decisions concerning patient care should not be based only on the use of these calculators, but should also take into account the patient's past history and other current patient and tumor characteristics. The model output supplements but does not substitute this individual clinical assessment. The creators of the PredictCancer website are not liable for clinical decision making that occurs between a physician and a patient.

As medical science is constantly changing and human error is always possible, the information contained in the prediction tools may be outdated, incomplete or incorrect. The authors, ptTheragnostic and MAASTRO clinic do not warrant the calculators' accuracy nor are they responsible for any omissions, errors or outcomes resulting from the use of these calculators. In no event shall either the authors, ptTheragnostic or MAASTRO clinic be liable to any party for any direct, indirect, special, incidental, or consequential damages, including lost profits, arising from the use of this software even if they have been advised of the possibility of such damage.

The authors, ptTheragnostic and MAASTRO clinic specifically disclaim any warranties, including but not limited to, the implied warranty of fitness for calculating the probabilities of outcomes for patients. The software provided hereunder is on an as is basis and neither the authors, ptTheragnostic nor the MAASTRO clinic have any obligations to provide maintenance, support, updates, enhancements or modifications.

By proceeding with use of the models, the user agrees that they have read and agreed with these terms.

This website is designed to inform physicians and provide them with probability scores for a number of outcomes. The models calculate the probability that certain side-effects, treatment outcomes and follow-up outcomes will occur. ptTheragnostic B.V. does not record prediction tool user outcome.

These models should only be used by physicians who are familiar with the complexity of treatment decisions in cancer treatment and should not be used directly by patients. We emphasize that the purpose of these models is to inform physicians and that the models should not be used for decision support. The models available on this website are not regarded as medical devices under the current MEDDEV guidelines from the European Commission.

The calculators which are provided are freeware for personal use only. They are not public domain software and may not be sold or used for commercial purposes. Permission to use and backup this software for any non-commercial purpose, without fee, and without a written agreement is hereby granted. Permission to distribute this software for any non-commercial purpose, without fee, and without a written agreement is hereby granted, provided that a reference to the following website and the entire License and Disclaimer are provided with all distributed copies: http://www.PredictCancer.org

The authors have made every effort to ensure that the information provided by this software is accurate and conforms to the methods described in the publications. However, the probability estimates published in the papers and which are estimated with these calculators may differ from those found in current clinical practice. In addition, a patient's prognosis may depend on other factors than those taken into account here. Thus, any decisions concerning patient care should not be based only on the use of these calculators, but should also take into account the patient's past history and other current patient and tumor characteristics. The model output supplements but does not substitute this individual clinical assessment. The creators of the PredictCancer website are not liable for clinical decision making that occurs between a physician and a patient.

As medical science is constantly changing and human error is always possible, the information contained in the prediction tools may be outdated, incomplete or incorrect. The authors, ptTheragnostic and MAASTRO clinic do not warrant the calculators' accuracy nor are they responsible for any omissions, errors or outcomes resulting from the use of these calculators. In no event shall either the authors, ptTheragnostic or MAASTRO clinic be liable to any party for any direct, indirect, special, incidental, or consequential damages, including lost profits, arising from the use of this software even if they have been advised of the possibility of such damage.

The authors, ptTheragnostic and MAASTRO clinic specifically disclaim any warranties, including but not limited to, the implied warranty of fitness for calculating the probabilities of outcomes for patients. The software provided hereunder is on an as is basis and neither the authors, ptTheragnostic nor the MAASTRO clinic have any obligations to provide maintenance, support, updates, enhancements or modifications.

By proceeding with use of the models, the user agrees that they have read and agreed with these terms.

This website is designed to inform physicians and provide them with probability scores for a number of outcomes. The models calculate the probability that certain side-effects, treatment outcomes and follow-up outcomes will occur. ptTheragnostic B.V. does not record prediction tool user outcome.

These models should only be used by physicians who are familiar with the complexity of treatment decisions in cancer treatment and should not be used directly by patients. We emphasize that the purpose of these models is to inform physicians and that the models should not be used for decision support. The models available on this website are not regarded as medical devices under the current MEDDEV guidelines from the European Commission.

The calculators which are provided are freeware for personal use only. They are not public domain software and may not be sold or used for commercial purposes. Permission to use and backup this software for any non-commercial purpose, without fee, and without a written agreement is hereby granted. Permission to distribute this software for any non-commercial purpose, without fee, and without a written agreement is hereby granted, provided that a reference to the following website and the entire License and Disclaimer are provided with all distributed copies: http://www.PredictCancer.org

The authors have made every effort to ensure that the information provided by this software is accurate and conforms to the methods described in the publications. However, the probability estimates published in the papers and which are estimated with these calculators may differ from those found in current clinical practice. In addition, a patient's prognosis may depend on other factors than those taken into account here. Thus, any decisions concerning patient care should not be based only on the use of these calculators, but should also take into account the patient's past history and other current patient and tumor characteristics. The model output supplements but does not substitute this individual clinical assessment. The creators of the PredictCancer website are not liable for clinical decision making that occurs between a physician and a patient.

As medical science is constantly changing and human error is always possible, the information contained in the prediction tools may be outdated, incomplete or incorrect. The authors, ptTheragnostic and MAASTRO clinic do not warrant the calculators' accuracy nor are they responsible for any omissions, errors or outcomes resulting from the use of these calculators. In no event shall either the authors, ptTheragnostic or MAASTRO clinic be liable to any party for any direct, indirect, special, incidental, or consequential damages, including lost profits, arising from the use of this software even if they have been advised of the possibility of such damage.

The authors, ptTheragnostic and MAASTRO clinic specifically disclaim any warranties, including but not limited to, the implied warranty of fitness for calculating the probabilities of outcomes for patients. The software provided hereunder is on an as is basis and neither the authors, ptTheragnostic nor the MAASTRO clinic have any obligations to provide maintenance, support, updates, enhancements or modifications.

By proceeding with use of the models, the user agrees that they have read and agreed with these terms.

This website is designed to inform physicians and provide them with probability scores for a number of outcomes. The models calculate the probability that certain side-effects, treatment outcomes and follow-up outcomes will occur. ptTheragnostic B.V. does not record prediction tool user outcome.

These models should only be used by physicians who are familiar with the complexity of treatment decisions in cancer treatment and should not be used directly by patients. We emphasize that the purpose of these models is to inform physicians and that the models should not be used for decision support. The models available on this website are not regarded as medical devices under the current MEDDEV guidelines from the European Commission.

The calculators which are provided are freeware for personal use only. They are not public domain software and may not be sold or used for commercial purposes. Permission to use and backup this software for any non-commercial purpose, without fee, and without a written agreement is hereby granted. Permission to distribute this software for any non-commercial purpose, without fee, and without a written agreement is hereby granted, provided that a reference to the following website and the entire License and Disclaimer are provided with all distributed copies: http://www.PredictCancer.org

The authors have made every effort to ensure that the information provided by this software is accurate and conforms to the methods described in the publications. However, the probability estimates published in the papers and which are estimated with these calculators may differ from those found in current clinical practice. In addition, a patient's prognosis may depend on other factors than those taken into account here. Thus, any decisions concerning patient care should not be based only on the use of these calculators, but should also take into account the patient's past history and other current patient and tumor characteristics. The model output supplements but does not substitute this individual clinical assessment. The creators of the PredictCancer website are not liable for clinical decision making that occurs between a physician and a patient.

As medical science is constantly changing and human error is always possible, the information contained in the prediction tools may be outdated, incomplete or incorrect. The authors, ptTheragnostic and MAASTRO clinic do not warrant the calculators' accuracy nor are they responsible for any omissions, errors or outcomes resulting from the use of these calculators. In no event shall either the authors, ptTheragnostic or MAASTRO clinic be liable to any party for any direct, indirect, special, incidental, or consequential damages, including lost profits, arising from the use of this software even if they have been advised of the possibility of such damage.

The authors, ptTheragnostic and MAASTRO clinic specifically disclaim any warranties, including but not limited to, the implied warranty of fitness for calculating the probabilities of outcomes for patients. The software provided hereunder is on an as is basis and neither the authors, ptTheragnostic nor the MAASTRO clinic have any obligations to provide maintenance, support, updates, enhancements or modifications.

By proceeding with use of the models, the user agrees that they have read and agreed with these terms.

This website is designed to inform physicians and provide them with probability scores for a number of outcomes. The models calculate the probability that certain side-effects, treatment outcomes and follow-up outcomes will occur. ptTheragnostic B.V. does not record prediction tool user outcome.

These models should only be used by physicians who are familiar with the complexity of treatment decisions in cancer treatment and should not be used directly by patients. We emphasize that the purpose of these models is to inform physicians and that the models should not be used for decision support. The models available on this website are not regarded as medical devices under the current MEDDEV guidelines from the European Commission.

The calculators which are provided are freeware for personal use only. They are not public domain software and may not be sold or used for commercial purposes. Permission to use and backup this software for any non-commercial purpose, without fee, and without a written agreement is hereby granted. Permission to distribute this software for any non-commercial purpose, without fee, and without a written agreement is hereby granted, provided that a reference to the following website and the entire License and Disclaimer are provided with all distributed copies: http://www.PredictCancer.org

The authors have made every effort to ensure that the information provided by this software is accurate and conforms to the methods described in the publications. However, the probability estimates published in the papers and which are estimated with these calculators may differ from those found in current clinical practice. In addition, a patient's prognosis may depend on other factors than those taken into account here. Thus, any decisions concerning patient care should not be based only on the use of these calculators, but should also take into account the patient's past history and other current patient and tumor characteristics. The model output supplements but does not substitute this individual clinical assessment. The creators of the PredictCancer website are not liable for clinical decision making that occurs between a physician and a patient.

As medical science is constantly changing and human error is always possible, the information contained in the prediction tools may be outdated, incomplete or incorrect. The authors, ptTheragnostic and MAASTRO clinic do not warrant the calculators' accuracy nor are they responsible for any omissions, errors or outcomes resulting from the use of these calculators. In no event shall either the authors, ptTheragnostic or MAASTRO clinic be liable to any party for any direct, indirect, special, incidental, or consequential damages, including lost profits, arising from the use of this software even if they have been advised of the possibility of such damage.

The authors, ptTheragnostic and MAASTRO clinic specifically disclaim any warranties, including but not limited to, the implied warranty of fitness for calculating the probabilities of outcomes for patients. The software provided hereunder is on an as is basis and neither the authors, ptTheragnostic nor the MAASTRO clinic have any obligations to provide maintenance, support, updates, enhancements or modifications.

By proceeding with use of the models, the user agrees that they have read and agreed with these terms.

This website is designed to inform physicians and provide them with probability scores for a number of outcomes. The models calculate the probability that certain side-effects, treatment outcomes and follow-up outcomes will occur. ptTheragnostic B.V. does not record prediction tool user outcome.

These models should only be used by physicians who are familiar with the complexity of treatment decisions in cancer treatment and should not be used directly by patients. We emphasize that the purpose of these models is to inform physicians and that the models should not be used for decision support. The models available on this website are not regarded as medical devices under the current MEDDEV guidelines from the European Commission.

The calculators which are provided are freeware for personal use only. They are not public domain software and may not be sold or used for commercial purposes. Permission to use and backup this software for any non-commercial purpose, without fee, and without a written agreement is hereby granted. Permission to distribute this software for any non-commercial purpose, without fee, and without a written agreement is hereby granted, provided that a reference to the following website and the entire License and Disclaimer are provided with all distributed copies: http://www.PredictCancer.org

The authors have made every effort to ensure that the information provided by this software is accurate and conforms to the methods described in the publications. However, the probability estimates published in the papers and which are estimated with these calculators may differ from those found in current clinical practice. In addition, a patient's prognosis may depend on other factors than those taken into account here. Thus, any decisions concerning patient care should not be based only on the use of these calculators, but should also take into account the patient's past history and other current patient and tumor characteristics. The model output supplements but does not substitute this individual clinical assessment. The creators of the PredictCancer website are not liable for clinical decision making that occurs between a physician and a patient.

As medical science is constantly changing and human error is always possible, the information contained in the prediction tools may be outdated, incomplete or incorrect. The authors, ptTheragnostic and MAASTRO clinic do not warrant the calculators' accuracy nor are they responsible for any omissions, errors or outcomes resulting from the use of these calculators. In no event shall either the authors, ptTheragnostic or MAASTRO clinic be liable to any party for any direct, indirect, special, incidental, or consequential damages, including lost profits, arising from the use of this software even if they have been advised of the possibility of such damage.

The authors, ptTheragnostic and MAASTRO clinic specifically disclaim any warranties, including but not limited to, the implied warranty of fitness for calculating the probabilities of outcomes for patients. The software provided hereunder is on an as is basis and neither the authors, ptTheragnostic nor the MAASTRO clinic have any obligations to provide maintenance, support, updates, enhancements or modifications.

By proceeding with use of the models, the user agrees that they have read and agreed with these terms.

This website is designed to inform physicians and provide them with probability scores for a number of outcomes. The models calculate the probability that certain side-effects, treatment outcomes and follow-up outcomes will occur. ptTheragnostic B.V. does not record prediction tool user outcome.

These models should only be used by physicians who are familiar with the complexity of treatment decisions in cancer treatment and should not be used directly by patients. We emphasize that the purpose of these models is to inform physicians and that the models should not be used for decision support. The models available on this website are not regarded as medical devices under the current MEDDEV guidelines from the European Commission.

The calculators which are provided are freeware for personal use only. They are not public domain software and may not be sold or used for commercial purposes. Permission to use and backup this software for any non-commercial purpose, without fee, and without a written agreement is hereby granted. Permission to distribute this software for any non-commercial purpose, without fee, and without a written agreement is hereby granted, provided that a reference to the following website and the entire License and Disclaimer are provided with all distributed copies: http://www.PredictCancer.org

The authors have made every effort to ensure that the information provided by this software is accurate and conforms to the methods described in the publications. However, the probability estimates published in the papers and which are estimated with these calculators may differ from those found in current clinical practice. In addition, a patient's prognosis may depend on other factors than those taken into account here. Thus, any decisions concerning patient care should not be based only on the use of these calculators, but should also take into account the patient's past history and other current patient and tumor characteristics. The model output supplements but does not substitute this individual clinical assessment. The creators of the PredictCancer website are not liable for clinical decision making that occurs between a physician and a patient.

As medical science is constantly changing and human error is always possible, the information contained in the prediction tools may be outdated, incomplete or incorrect. The authors, ptTheragnostic and MAASTRO clinic do not warrant the calculators' accuracy nor are they responsible for any omissions, errors or outcomes resulting from the use of these calculators. In no event shall either the authors, ptTheragnostic or MAASTRO clinic be liable to any party for any direct, indirect, special, incidental, or consequential damages, including lost profits, arising from the use of this software even if they have been advised of the possibility of such damage.

The authors, ptTheragnostic and MAASTRO clinic specifically disclaim any warranties, including but not limited to, the implied warranty of fitness for calculating the probabilities of outcomes for patients. The software provided hereunder is on an as is basis and neither the authors, ptTheragnostic nor the MAASTRO clinic have any obligations to provide maintenance, support, updates, enhancements or modifications.

By proceeding with use of the models, the user agrees that they have read and agreed with these terms.

This website is designed to inform physicians and provide them with probability scores for a number of outcomes. The models calculate the probability that certain side-effects, treatment outcomes and follow-up outcomes will occur. ptTheragnostic B.V. does not record prediction tool user outcome.

These models should only be used by physicians who are familiar with the complexity of treatment decisions in cancer treatment and should not be used directly by patients. We emphasize that the purpose of these models is to inform physicians and that the models should not be used for decision support. The models available on this website are not regarded as medical devices under the current MEDDEV guidelines from the European Commission.

The calculators which are provided are freeware for personal use only. They are not public domain software and may not be sold or used for commercial purposes. Permission to use and backup this software for any non-commercial purpose, without fee, and without a written agreement is hereby granted. Permission to distribute this software for any non-commercial purpose, without fee, and without a written agreement is hereby granted, provided that a reference to the following website and the entire License and Disclaimer are provided with all distributed copies: http://www.PredictCancer.org

The authors have made every effort to ensure that the information provided by this software is accurate and conforms to the methods described in the publications. However, the probability estimates published in the papers and which are estimated with these calculators may differ from those found in current clinical practice. In addition, a patient's prognosis may depend on other factors than those taken into account here. Thus, any decisions concerning patient care should not be based only on the use of these calculators, but should also take into account the patient's past history and other current patient and tumor characteristics. The model output supplements but does not substitute this individual clinical assessment. The creators of the PredictCancer website are not liable for clinical decision making that occurs between a physician and a patient.

As medical science is constantly changing and human error is always possible, the information contained in the prediction tools may be outdated, incomplete or incorrect. The authors, ptTheragnostic and MAASTRO clinic do not warrant the calculators' accuracy nor are they responsible for any omissions, errors or outcomes resulting from the use of these calculators. In no event shall either the authors, ptTheragnostic or MAASTRO clinic be liable to any party for any direct, indirect, special, incidental, or consequential damages, including lost profits, arising from the use of this software even if they have been advised of the possibility of such damage.

The authors, ptTheragnostic and MAASTRO clinic specifically disclaim any warranties, including but not limited to, the implied warranty of fitness for calculating the probabilities of outcomes for patients. The software provided hereunder is on an as is basis and neither the authors, ptTheragnostic nor the MAASTRO clinic have any obligations to provide maintenance, support, updates, enhancements or modifications.

By proceeding with use of the models, the user agrees that they have read and agreed with these terms.

This website is designed to inform physicians and provide them with probability scores for a number of outcomes. The models calculate the probability that certain side-effects, treatment outcomes and follow-up outcomes will occur. ptTheragnostic B.V. does not record prediction tool user outcome.

These models should only be used by physicians who are familiar with the complexity of treatment decisions in cancer treatment and should not be used directly by patients. We emphasize that the purpose of these models is to inform physicians and that the models should not be used for decision support. The models available on this website are not regarded as medical devices under the current MEDDEV guidelines from the European Commission.

The calculators which are provided are freeware for personal use only. They are not public domain software and may not be sold or used for commercial purposes. Permission to use and backup this software for any non-commercial purpose, without fee, and without a written agreement is hereby granted. Permission to distribute this software for any non-commercial purpose, without fee, and without a written agreement is hereby granted, provided that a reference to the following website and the entire License and Disclaimer are provided with all distributed copies: http://www.PredictCancer.org

The authors have made every effort to ensure that the information provided by this software is accurate and conforms to the methods described in the publications. However, the probability estimates published in the papers and which are estimated with these calculators may differ from those found in current clinical practice. In addition, a patient's prognosis may depend on other factors than those taken into account here. Thus, any decisions concerning patient care should not be based only on the use of these calculators, but should also take into account the patient's past history and other current patient and tumor characteristics. The model output supplements but does not substitute this individual clinical assessment. The creators of the PredictCancer website are not liable for clinical decision making that occurs between a physician and a patient.

As medical science is constantly changing and human error is always possible, the information contained in the prediction tools may be outdated, incomplete or incorrect. The authors, ptTheragnostic and MAASTRO clinic do not warrant the calculators' accuracy nor are they responsible for any omissions, errors or outcomes resulting from the use of these calculators. In no event shall either the authors, ptTheragnostic or MAASTRO clinic be liable to any party for any direct, indirect, special, incidental, or consequential damages, including lost profits, arising from the use of this software even if they have been advised of the possibility of such damage.

The authors, ptTheragnostic and MAASTRO clinic specifically disclaim any warranties, including but not limited to, the implied warranty of fitness for calculating the probabilities of outcomes for patients. The software provided hereunder is on an as is basis and neither the authors, ptTheragnostic nor the MAASTRO clinic have any obligations to provide maintenance, support, updates, enhancements or modifications.

By proceeding with use of the models, the user agrees that they have read and agreed with these terms.

This website is designed to inform physicians and provide them with probability scores for a number of outcomes. The models calculate the probability that certain side-effects, treatment outcomes and follow-up outcomes will occur. ptTheragnostic B.V. does not record prediction tool user outcome.

These models should only be used by physicians who are familiar with the complexity of treatment decisions in cancer treatment and should not be used directly by patients. We emphasize that the purpose of these models is to inform physicians and that the models should not be used for decision support. The models available on this website are not regarded as medical devices under the current MEDDEV guidelines from the European Commission.

The calculators which are provided are freeware for personal use only. They are not public domain software and may not be sold or used for commercial purposes. Permission to use and backup this software for any non-commercial purpose, without fee, and without a written agreement is hereby granted. Permission to distribute this software for any non-commercial purpose, without fee, and without a written agreement is hereby granted, provided that a reference to the following website and the entire License and Disclaimer are provided with all distributed copies: http://www.PredictCancer.org

The authors have made every effort to ensure that the information provided by this software is accurate and conforms to the methods described in the publications. However, the probability estimates published in the papers and which are estimated with these calculators may differ from those found in current clinical practice. In addition, a patient's prognosis may depend on other factors than those taken into account here. Thus, any decisions concerning patient care should not be based only on the use of these calculators, but should also take into account the patient's past history and other current patient and tumor characteristics. The model output supplements but does not substitute this individual clinical assessment. The creators of the PredictCancer website are not liable for clinical decision making that occurs between a physician and a patient.

As medical science is constantly changing and human error is always possible, the information contained in the prediction tools may be outdated, incomplete or incorrect. The authors, ptTheragnostic and MAASTRO clinic do not warrant the calculators' accuracy nor are they responsible for any omissions, errors or outcomes resulting from the use of these calculators. In no event shall either the authors, ptTheragnostic or MAASTRO clinic be liable to any party for any direct, indirect, special, incidental, or consequential damages, including lost profits, arising from the use of this software even if they have been advised of the possibility of such damage.

The authors, ptTheragnostic and MAASTRO clinic specifically disclaim any warranties, including but not limited to, the implied warranty of fitness for calculating the probabilities of outcomes for patients. The software provided hereunder is on an as is basis and neither the authors, ptTheragnostic nor the MAASTRO clinic have any obligations to provide maintenance, support, updates, enhancements or modifications.

By proceeding with use of the models, the user agrees that they have read and agreed with these terms.

This website is designed to inform physicians and provide them with probability scores for a number of outcomes. The models calculate the probability that certain side-effects, treatment outcomes and follow-up outcomes will occur. ptTheragnostic B.V. does not record prediction tool user outcome.

These models should only be used by physicians who are familiar with the complexity of treatment decisions in cancer treatment and should not be used directly by patients. We emphasize that the purpose of these models is to inform physicians and that the models should not be used for decision support. The models available on this website are not regarded as medical devices under the current MEDDEV guidelines from the European Commission.

The calculators which are provided are freeware for personal use only. They are not public domain software and may not be sold or used for commercial purposes. Permission to use and backup this software for any non-commercial purpose, without fee, and without a written agreement is hereby granted. Permission to distribute this software for any non-commercial purpose, without fee, and without a written agreement is hereby granted, provided that a reference to the following website and the entire License and Disclaimer are provided with all distributed copies: http://www.PredictCancer.org

The authors have made every effort to ensure that the information provided by this software is accurate and conforms to the methods described in the publications. However, the probability estimates published in the papers and which are estimated with these calculators may differ from those found in current clinical practice. In addition, a patient's prognosis may depend on other factors than those taken into account here. Thus, any decisions concerning patient care should not be based only on the use of these calculators, but should also take into account the patient's past history and other current patient and tumor characteristics. The model output supplements but does not substitute this individual clinical assessment. The creators of the PredictCancer website are not liable for clinical decision making that occurs between a physician and a patient.

As medical science is constantly changing and human error is always possible, the information contained in the prediction tools may be outdated, incomplete or incorrect. The authors, ptTheragnostic and MAASTRO clinic do not warrant the calculators' accuracy nor are they responsible for any omissions, errors or outcomes resulting from the use of these calculators. In no event shall either the authors, ptTheragnostic or MAASTRO clinic be liable to any party for any direct, indirect, special, incidental, or consequential damages, including lost profits, arising from the use of this software even if they have been advised of the possibility of such damage.

The authors, ptTheragnostic and MAASTRO clinic specifically disclaim any warranties, including but not limited to, the implied warranty of fitness for calculating the probabilities of outcomes for patients. The software provided hereunder is on an as is basis and neither the authors, ptTheragnostic nor the MAASTRO clinic have any obligations to provide maintenance, support, updates, enhancements or modifications.

By proceeding with use of the models, the user agrees that they have read and agreed with these terms.

This website is designed to inform physicians and provide them with probability scores for a number of outcomes. The models calculate the probability that certain side-effects, treatment outcomes and follow-up outcomes will occur. ptTheragnostic B.V. does not record prediction tool user outcome.

These models should only be used by physicians who are familiar with the complexity of treatment decisions in cancer treatment and should not be used directly by patients. We emphasize that the purpose of these models is to inform physicians and that the models should not be used for decision support. The models available on this website are not regarded as medical devices under the current MEDDEV guidelines from the European Commission.

The calculators which are provided are freeware for personal use only. They are not public domain software and may not be sold or used for commercial purposes. Permission to use and backup this software for any non-commercial purpose, without fee, and without a written agreement is hereby granted. Permission to distribute this software for any non-commercial purpose, without fee, and without a written agreement is hereby granted, provided that a reference to the following website and the entire License and Disclaimer are provided with all distributed copies: http://www.PredictCancer.org

The authors have made every effort to ensure that the information provided by this software is accurate and conforms to the methods described in the publications. However, the probability estimates published in the papers and which are estimated with these calculators may differ from those found in current clinical practice. In addition, a patient's prognosis may depend on other factors than those taken into account here. Thus, any decisions concerning patient care should not be based only on the use of these calculators, but should also take into account the patient's past history and other current patient and tumor characteristics. The model output supplements but does not substitute this individual clinical assessment. The creators of the PredictCancer website are not liable for clinical decision making that occurs between a physician and a patient.

As medical science is constantly changing and human error is always possible, the information contained in the prediction tools may be outdated, incomplete or incorrect. The authors, ptTheragnostic and MAASTRO clinic do not warrant the calculators' accuracy nor are they responsible for any omissions, errors or outcomes resulting from the use of these calculators. In no event shall either the authors, ptTheragnostic or MAASTRO clinic be liable to any party for any direct, indirect, special, incidental, or consequential damages, including lost profits, arising from the use of this software even if they have been advised of the possibility of such damage.

The authors, ptTheragnostic and MAASTRO clinic specifically disclaim any warranties, including but not limited to, the implied warranty of fitness for calculating the probabilities of outcomes for patients. The software provided hereunder is on an as is basis and neither the authors, ptTheragnostic nor the MAASTRO clinic have any obligations to provide maintenance, support, updates, enhancements or modifications.

By proceeding with use of the models, the user agrees that they have read and agreed with these terms.

This website is designed to inform physicians and provide them with probability scores for a number of outcomes. The models calculate the probability that certain side-effects, treatment outcomes and follow-up outcomes will occur. ptTheragnostic B.V. does not record prediction tool user outcome.

These models should only be used by physicians who are familiar with the complexity of treatment decisions in cancer treatment and should not be used directly by patients. We emphasize that the purpose of these models is to inform physicians and that the models should not be used for decision support. The models available on this website are not regarded as medical devices under the current MEDDEV guidelines from the European Commission.

The calculators which are provided are freeware for personal use only. They are not public domain software and may not be sold or used for commercial purposes. Permission to use and backup this software for any non-commercial purpose, without fee, and without a written agreement is hereby granted. Permission to distribute this software for any non-commercial purpose, without fee, and without a written agreement is hereby granted, provided that a reference to the following website and the entire License and Disclaimer are provided with all distributed copies: http://www.PredictCancer.org

The authors have made every effort to ensure that the information provided by this software is accurate and conforms to the methods described in the publications. However, the probability estimates published in the papers and which are estimated with these calculators may differ from those found in current clinical practice. In addition, a patient's prognosis may depend on other factors than those taken into account here. Thus, any decisions concerning patient care should not be based only on the use of these calculators, but should also take into account the patient's past history and other current patient and tumor characteristics. The model output supplements but does not substitute this individual clinical assessment. The creators of the PredictCancer website are not liable for clinical decision making that occurs between a physician and a patient.

As medical science is constantly changing and human error is always possible, the information contained in the prediction tools may be outdated, incomplete or incorrect. The authors, ptTheragnostic and MAASTRO clinic do not warrant the calculators' accuracy nor are they responsible for any omissions, errors or outcomes resulting from the use of these calculators. In no event shall either the authors, ptTheragnostic or MAASTRO clinic be liable to any party for any direct, indirect, special, incidental, or consequential damages, including lost profits, arising from the use of this software even if they have been advised of the possibility of such damage.

The authors, ptTheragnostic and MAASTRO clinic specifically disclaim any warranties, including but not limited to, the implied warranty of fitness for calculating the probabilities of outcomes for patients. The software provided hereunder is on an as is basis and neither the authors, ptTheragnostic nor the MAASTRO clinic have any obligations to provide maintenance, support, updates, enhancements or modifications.

By proceeding with use of the models, the user agrees that they have read and agreed with these terms.

This website is designed to inform physicians and provide them with probability scores for a number of outcomes. The models calculate the probability that certain side-effects, treatment outcomes and follow-up outcomes will occur. ptTheragnostic B.V. does not record prediction tool user outcome.

These models should only be used by physicians who are familiar with the complexity of treatment decisions in cancer treatment and should not be used directly by patients. We emphasize that the purpose of these models is to inform physicians and that the models should not be used for decision support. The models available on this website are not regarded as medical devices under the current MEDDEV guidelines from the European Commission.

The calculators which are provided are freeware for personal use only. They are not public domain software and may not be sold or used for commercial purposes. Permission to use and backup this software for any non-commercial purpose, without fee, and without a written agreement is hereby granted. Permission to distribute this software for any non-commercial purpose, without fee, and without a written agreement is hereby granted, provided that a reference to the following website and the entire License and Disclaimer are provided with all distributed copies: http://www.PredictCancer.org

The authors have made every effort to ensure that the information provided by this software is accurate and conforms to the methods described in the publications. However, the probability estimates published in the papers and which are estimated with these calculators may differ from those found in current clinical practice. In addition, a patient's prognosis may depend on other factors than those taken into account here. Thus, any decisions concerning patient care should not be based only on the use of these calculators, but should also take into account the patient's past history and other current patient and tumor characteristics. The model output supplements but does not substitute this individual clinical assessment. The creators of the PredictCancer website are not liable for clinical decision making that occurs between a physician and a patient.

As medical science is constantly changing and human error is always possible, the information contained in the prediction tools may be outdated, incomplete or incorrect. The authors, ptTheragnostic and MAASTRO clinic do not warrant the calculators' accuracy nor are they responsible for any omissions, errors or outcomes resulting from the use of these calculators. In no event shall either the authors, ptTheragnostic or MAASTRO clinic be liable to any party for any direct, indirect, special, incidental, or consequential damages, including lost profits, arising from the use of this software even if they have been advised of the possibility of such damage.

The authors, ptTheragnostic and MAASTRO clinic specifically disclaim any warranties, including but not limited to, the implied warranty of fitness for calculating the probabilities of outcomes for patients. The software provided hereunder is on an as is basis and neither the authors, ptTheragnostic nor the MAASTRO clinic have any obligations to provide maintenance, support, updates, enhancements or modifications.

By proceeding with use of the models, the user agrees that they have read and agreed with these terms.

This website is designed to inform physicians and provide them with probability scores for a number of outcomes. The models calculate the probability that certain side-effects, treatment outcomes and follow-up outcomes will occur. ptTheragnostic B.V. does not record prediction tool user outcome.

These models should only be used by physicians who are familiar with the complexity of treatment decisions in cancer treatment and should not be used directly by patients. We emphasize that the purpose of these models is to inform physicians and that the models should not be used for decision support. The models available on this website are not regarded as medical devices under the current MEDDEV guidelines from the European Commission.

The calculators which are provided are freeware for personal use only. They are not public domain software and may not be sold or used for commercial purposes. Permission to use and backup this software for any non-commercial purpose, without fee, and without a written agreement is hereby granted. Permission to distribute this software for any non-commercial purpose, without fee, and without a written agreement is hereby granted, provided that a reference to the following website and the entire License and Disclaimer are provided with all distributed copies: http://www.PredictCancer.org

The authors have made every effort to ensure that the information provided by this software is accurate and conforms to the methods described in the publications. However, the probability estimates published in the papers and which are estimated with these calculators may differ from those found in current clinical practice. In addition, a patient's prognosis may depend on other factors than those taken into account here. Thus, any decisions concerning patient care should not be based only on the use of these calculators, but should also take into account the patient's past history and other current patient and tumor characteristics. The model output supplements but does not substitute this individual clinical assessment. The creators of the PredictCancer website are not liable for clinical decision making that occurs between a physician and a patient.

As medical science is constantly changing and human error is always possible, the information contained in the prediction tools may be outdated, incomplete or incorrect. The authors, ptTheragnostic and MAASTRO clinic do not warrant the calculators' accuracy nor are they responsible for any omissions, errors or outcomes resulting from the use of these calculators. In no event shall either the authors, ptTheragnostic or MAASTRO clinic be liable to any party for any direct, indirect, special, incidental, or consequential damages, including lost profits, arising from the use of this software even if they have been advised of the possibility of such damage.

The authors, ptTheragnostic and MAASTRO clinic specifically disclaim any warranties, including but not limited to, the implied warranty of fitness for calculating the probabilities of outcomes for patients. The software provided hereunder is on an as is basis and neither the authors, ptTheragnostic nor the MAASTRO clinic have any obligations to provide maintenance, support, updates, enhancements or modifications.

By proceeding with use of the models, the user agrees that they have read and agreed with these terms.

This website is designed to inform physicians and provide them with probability scores for a number of outcomes. The models calculate the probability that certain side-effects, treatment outcomes and follow-up outcomes will occur. ptTheragnostic B.V. does not record prediction tool user outcome.

These models should only be used by physicians who are familiar with the complexity of treatment decisions in cancer treatment and should not be used directly by patients. We emphasize that the purpose of these models is to inform physicians and that the models should not be used for decision support. The models available on this website are not regarded as medical devices under the current MEDDEV guidelines from the European Commission.

The calculators which are provided are freeware for personal use only. They are not public domain software and may not be sold or used for commercial purposes. Permission to use and backup this software for any non-commercial purpose, without fee, and without a written agreement is hereby granted. Permission to distribute this software for any non-commercial purpose, without fee, and without a written agreement is hereby granted, provided that a reference to the following website and the entire License and Disclaimer are provided with all distributed copies: http://www.PredictCancer.org

The authors have made every effort to ensure that the information provided by this software is accurate and conforms to the methods described in the publications. However, the probability estimates published in the papers and which are estimated with these calculators may differ from those found in current clinical practice. In addition, a patient's prognosis may depend on other factors than those taken into account here. Thus, any decisions concerning patient care should not be based only on the use of these calculators, but should also take into account the patient's past history and other current patient and tumor characteristics. The model output supplements but does not substitute this individual clinical assessment. The creators of the PredictCancer website are not liable for clinical decision making that occurs between a physician and a patient.

As medical science is constantly changing and human error is always possible, the information contained in the prediction tools may be outdated, incomplete or incorrect. The authors, ptTheragnostic and MAASTRO clinic do not warrant the calculators' accuracy nor are they responsible for any omissions, errors or outcomes resulting from the use of these calculators. In no event shall either the authors, ptTheragnostic or MAASTRO clinic be liable to any party for any direct, indirect, special, incidental, or consequential damages, including lost profits, arising from the use of this software even if they have been advised of the possibility of such damage.

The authors, ptTheragnostic and MAASTRO clinic specifically disclaim any warranties, including but not limited to, the implied warranty of fitness for calculating the probabilities of outcomes for patients. The software provided hereunder is on an as is basis and neither the authors, ptTheragnostic nor the MAASTRO clinic have any obligations to provide maintenance, support, updates, enhancements or modifications.

By proceeding with use of the models, the user agrees that they have read and agreed with these terms.

This website is designed to inform physicians and provide them with probability scores for a number of outcomes. The models calculate the probability that certain side-effects, treatment outcomes and follow-up outcomes will occur. ptTheragnostic B.V. does not record prediction tool user outcome.

These models should only be used by physicians who are familiar with the complexity of treatment decisions in cancer treatment and should not be used directly by patients. We emphasize that the purpose of these models is to inform physicians and that the models should not be used for decision support. The models available on this website are not regarded as medical devices under the current MEDDEV guidelines from the European Commission.

The calculators which are provided are freeware for personal use only. They are not public domain software and may not be sold or used for commercial purposes. Permission to use and backup this software for any non-commercial purpose, without fee, and without a written agreement is hereby granted. Permission to distribute this software for any non-commercial purpose, without fee, and without a written agreement is hereby granted, provided that a reference to the following website and the entire License and Disclaimer are provided with all distributed copies: http://www.PredictCancer.org

The authors have made every effort to ensure that the information provided by this software is accurate and conforms to the methods described in the publications. However, the probability estimates published in the papers and which are estimated with these calculators may differ from those found in current clinical practice. In addition, a patient's prognosis may depend on other factors than those taken into account here. Thus, any decisions concerning patient care should not be based only on the use of these calculators, but should also take into account the patient's past history and other current patient and tumor characteristics. The model output supplements but does not substitute this individual clinical assessment. The creators of the PredictCancer website are not liable for clinical decision making that occurs between a physician and a patient.

As medical science is constantly changing and human error is always possible, the information contained in the prediction tools may be outdated, incomplete or incorrect. The authors, ptTheragnostic and MAASTRO clinic do not warrant the calculators' accuracy nor are they responsible for any omissions, errors or outcomes resulting from the use of these calculators. In no event shall either the authors, ptTheragnostic or MAASTRO clinic be liable to any party for any direct, indirect, special, incidental, or consequential damages, including lost profits, arising from the use of this software even if they have been advised of the possibility of such damage.

The authors, ptTheragnostic and MAASTRO clinic specifically disclaim any warranties, including but not limited to, the implied warranty of fitness for calculating the probabilities of outcomes for patients. The software provided hereunder is on an as is basis and neither the authors, ptTheragnostic nor the MAASTRO clinic have any obligations to provide maintenance, support, updates, enhancements or modifications.

By proceeding with use of the models, the user agrees that they have read and agreed with these terms.

This website is designed to inform physicians and provide them with probability scores for a number of outcomes. The models calculate the probability that certain side-effects, treatment outcomes and follow-up outcomes will occur. ptTheragnostic B.V. does not record prediction tool user outcome.

These models should only be used by physicians who are familiar with the complexity of treatment decisions in cancer treatment and should not be used directly by patients. We emphasize that the purpose of these models is to inform physicians and that the models should not be used for decision support. The models available on this website are not regarded as medical devices under the current MEDDEV guidelines from the European Commission.

The calculators which are provided are freeware for personal use only. They are not public domain software and may not be sold or used for commercial purposes. Permission to use and backup this software for any non-commercial purpose, without fee, and without a written agreement is hereby granted. Permission to distribute this software for any non-commercial purpose, without fee, and without a written agreement is hereby granted, provided that a reference to the following website and the entire License and Disclaimer are provided with all distributed copies: http://www.PredictCancer.org

The authors have made every effort to ensure that the information provided by this software is accurate and conforms to the methods described in the publications. However, the probability estimates published in the papers and which are estimated with these calculators may differ from those found in current clinical practice. In addition, a patient's prognosis may depend on other factors than those taken into account here. Thus, any decisions concerning patient care should not be based only on the use of these calculators, but should also take into account the patient's past history and other current patient and tumor characteristics. The model output supplements but does not substitute this individual clinical assessment. The creators of the PredictCancer website are not liable for clinical decision making that occurs between a physician and a patient.

As medical science is constantly changing and human error is always possible, the information contained in the prediction tools may be outdated, incomplete or incorrect. The authors, ptTheragnostic and MAASTRO clinic do not warrant the calculators' accuracy nor are they responsible for any omissions, errors or outcomes resulting from the use of these calculators. In no event shall either the authors, ptTheragnostic or MAASTRO clinic be liable to any party for any direct, indirect, special, incidental, or consequential damages, including lost profits, arising from the use of this software even if they have been advised of the possibility of such damage.

The authors, ptTheragnostic and MAASTRO clinic specifically disclaim any warranties, including but not limited to, the implied warranty of fitness for calculating the probabilities of outcomes for patients. The software provided hereunder is on an as is basis and neither the authors, ptTheragnostic nor the MAASTRO clinic have any obligations to provide maintenance, support, updates, enhancements or modifications.

By proceeding with use of the models, the user agrees that they have read and agreed with these terms.

This website is designed to inform physicians and provide them with probability scores for a number of outcomes. The models calculate the probability that certain side-effects, treatment outcomes and follow-up outcomes will occur. ptTheragnostic B.V. does not record prediction tool user outcome.

These models should only be used by physicians who are familiar with the complexity of treatment decisions in cancer treatment and should not be used directly by patients. We emphasize that the purpose of these models is to inform physicians and that the models should not be used for decision support. The models available on this website are not regarded as medical devices under the current MEDDEV guidelines from the European Commission.

The calculators which are provided are freeware for personal use only. They are not public domain software and may not be sold or used for commercial purposes. Permission to use and backup this software for any non-commercial purpose, without fee, and without a written agreement is hereby granted. Permission to distribute this software for any non-commercial purpose, without fee, and without a written agreement is hereby granted, provided that a reference to the following website and the entire License and Disclaimer are provided with all distributed copies: http://www.PredictCancer.org

The authors have made every effort to ensure that the information provided by this software is accurate and conforms to the methods described in the publications. However, the probability estimates published in the papers and which are estimated with these calculators may differ from those found in current clinical practice. In addition, a patient's prognosis may depend on other factors than those taken into account here. Thus, any decisions concerning patient care should not be based only on the use of these calculators, but should also take into account the patient's past history and other current patient and tumor characteristics. The model output supplements but does not substitute this individual clinical assessment. The creators of the PredictCancer website are not liable for clinical decision making that occurs between a physician and a patient.

As medical science is constantly changing and human error is always possible, the information contained in the prediction tools may be outdated, incomplete or incorrect. The authors, ptTheragnostic and MAASTRO clinic do not warrant the calculators' accuracy nor are they responsible for any omissions, errors or outcomes resulting from the use of these calculators. In no event shall either the authors, ptTheragnostic or MAASTRO clinic be liable to any party for any direct, indirect, special, incidental, or consequential damages, including lost profits, arising from the use of this software even if they have been advised of the possibility of such damage.

The authors, ptTheragnostic and MAASTRO clinic specifically disclaim any warranties, including but not limited to, the implied warranty of fitness for calculating the probabilities of outcomes for patients. The software provided hereunder is on an as is basis and neither the authors, ptTheragnostic nor the MAASTRO clinic have any obligations to provide maintenance, support, updates, enhancements or modifications.

By proceeding with use of the models, the user agrees that they have read and agreed with these terms.

This website is designed to inform physicians and provide them with probability scores for a number of outcomes. The models calculate the probability that certain side-effects, treatment outcomes and follow-up outcomes will occur. ptTheragnostic B.V. does not record prediction tool user outcome.

These models should only be used by physicians who are familiar with the complexity of treatment decisions in cancer treatment and should not be used directly by patients. We emphasize that the purpose of these models is to inform physicians and that the models should not be used for decision support. The models available on this website are not regarded as medical devices under the current MEDDEV guidelines from the European Commission.

The calculators which are provided are freeware for personal use only. They are not public domain software and may not be sold or used for commercial purposes. Permission to use and backup this software for any non-commercial purpose, without fee, and without a written agreement is hereby granted. Permission to distribute this software for any non-commercial purpose, without fee, and without a written agreement is hereby granted, provided that a reference to the following website and the entire License and Disclaimer are provided with all distributed copies: http://www.PredictCancer.org

The authors have made every effort to ensure that the information provided by this software is accurate and conforms to the methods described in the publications. However, the probability estimates published in the papers and which are estimated with these calculators may differ from those found in current clinical practice. In addition, a patient's prognosis may depend on other factors than those taken into account here. Thus, any decisions concerning patient care should not be based only on the use of these calculators, but should also take into account the patient's past history and other current patient and tumor characteristics. The model output supplements but does not substitute this individual clinical assessment. The creators of the PredictCancer website are not liable for clinical decision making that occurs between a physician and a patient.

As medical science is constantly changing and human error is always possible, the information contained in the prediction tools may be outdated, incomplete or incorrect. The authors, ptTheragnostic and MAASTRO clinic do not warrant the calculators' accuracy nor are they responsible for any omissions, errors or outcomes resulting from the use of these calculators. In no event shall either the authors, ptTheragnostic or MAASTRO clinic be liable to any party for any direct, indirect, special, incidental, or consequential damages, including lost profits, arising from the use of this software even if they have been advised of the possibility of such damage.

The authors, ptTheragnostic and MAASTRO clinic specifically disclaim any warranties, including but not limited to, the implied warranty of fitness for calculating the probabilities of outcomes for patients. The software provided hereunder is on an as is basis and neither the authors, ptTheragnostic nor the MAASTRO clinic have any obligations to provide maintenance, support, updates, enhancements or modifications.

By proceeding with use of the models, the user agrees that they have read and agreed with these terms.

This website is designed to inform physicians and provide them with probability scores for a number of outcomes. The models calculate the probability that certain side-effects, treatment outcomes and follow-up outcomes will occur. ptTheragnostic B.V. does not record prediction tool user outcome.

These models should only be used by physicians who are familiar with the complexity of treatment decisions in cancer treatment and should not be used directly by patients. We emphasize that the purpose of these models is to inform physicians and that the models should not be used for decision support. The models available on this website are not regarded as medical devices under the current MEDDEV guidelines from the European Commission.

The calculators which are provided are freeware for personal use only. They are not public domain software and may not be sold or used for commercial purposes. Permission to use and backup this software for any non-commercial purpose, without fee, and without a written agreement is hereby granted. Permission to distribute this software for any non-commercial purpose, without fee, and without a written agreement is hereby granted, provided that a reference to the following website and the entire License and Disclaimer are provided with all distributed copies: http://www.PredictCancer.org

The authors have made every effort to ensure that the information provided by this software is accurate and conforms to the methods described in the publications. However, the probability estimates published in the papers and which are estimated with these calculators may differ from those found in current clinical practice. In addition, a patient's prognosis may depend on other factors than those taken into account here. Thus, any decisions concerning patient care should not be based only on the use of these calculators, but should also take into account the patient's past history and other current patient and tumor characteristics. The model output supplements but does not substitute this individual clinical assessment. The creators of the PredictCancer website are not liable for clinical decision making that occurs between a physician and a patient.

As medical science is constantly changing and human error is always possible, the information contained in the prediction tools may be outdated, incomplete or incorrect. The authors, ptTheragnostic and MAASTRO clinic do not warrant the calculators' accuracy nor are they responsible for any omissions, errors or outcomes resulting from the use of these calculators. In no event shall either the authors, ptTheragnostic or MAASTRO clinic be liable to any party for any direct, indirect, special, incidental, or consequential damages, including lost profits, arising from the use of this software even if they have been advised of the possibility of such damage.

The authors, ptTheragnostic and MAASTRO clinic specifically disclaim any warranties, including but not limited to, the implied warranty of fitness for calculating the probabilities of outcomes for patients. The software provided hereunder is on an as is basis and neither the authors, ptTheragnostic nor the MAASTRO clinic have any obligations to provide maintenance, support, updates, enhancements or modifications.

By proceeding with use of the models, the user agrees that they have read and agreed with these terms.


Description of the prediction tool for treatment induced dyspnea

This tool predicts the probability that a lung cancer patient will develop treatment induced dyspnea (>= grade 2, CTCv3.0) at any time point during or at maximum 6 months after radiotherapy treatment.

To which patients does this tool apply?

The tool is developed for NSCLC patients, stage I-IIIB, as well as SCLC patients. Patients have to be treated with high-dose conformal radiotherapy alone or high-dose conformal radiotherapy combined with chemotherapy (sequential or concurrent). They have not undergone surgical treatment nor prior chest radiotherapy, nor have distant metastasis at the time of diagnosis.

How was the initial tool developed?

The prediction model is based on data of 407 lung cancer patients, treated at MAASTRO clinic with high-dose conformal radiotherapy alone or combined with chemotherapy (sequential or concurrent) and built using Support Vector Machines. The predicted outcome is the probability that a patient will develop dyspnea >= grade 2, CTCv3.0 at any timepoint during or at maximum 6 months after radiotherapy treatment.

For all variables the predictive mean matching algorithm was used for single imputation if a value was missing.

Combinatorial variable selection was performed with the number of variables ranging from one to six. The set of variables with the highest Area Under the Curve (AUC) of the Receiver Operator Curve (ROC), assessed by leave-one-out (LOO) cross-validation, was included in the final multivariate model.

The performance of the model is expressed as the AUC of the ROC. The maximum value of the AUC is 1.0, indicating a perfect prediction model. A value of 0.5 indicates that patients are correctly classified in 50% of the cases, i.e. as good as chance. The performance of the model on the training set, assessed with LOO cross validation is 0.62. External validation of the model has not yet been performed.

Why did we update this tool?

In the initial model it was assumed that the relationship between MLD and dyspnea was linear with a constant slope. However, below 20 Gy no strong influence of dosimetric parameters is seen and the association could be modelled as a horizontal line. In addition, we did not have enough clinical data to model the relationship between an MLD >= 20 Gy and dyspnea, because the majority of the radiation doses used in clinical practice do not exceed these values. However, in a recent publicaton of the Quantec group this parameter was estimated and the MLD ranged till 30 Gy. We therefore decided to combine our clinical data with literature data and to model the MLD parameter, assuming a horizontal line till 18.5 Gy and a linear relationship above 18.5 Gy, applying the coefficient, that the Quantec group found. The AUC of the updated model was 0.62. External validation of the model resulted in an AUC of 0.61.

What information will you need?

  • Age
  • WHO-PS (World Health Organization Performance Scale) before start of radiotherapy treatment
  • Nicotine use (no/ex-smoker versus current smoker)
  • FEV1 (forced expiratory volume in 1 s) before start of radiotherapy treatment
  • MLD (mean lung dose, Gy)

Journal articles that support this prediction tool

Dehing-Oberije C, De Ruysscher D, van Baardwijk A, Yu S, Rao B, Lambin P, The importance of patient characteristics for the prediction of radiation-induced lung toxicity, Radiother Oncol, 2009 Jun, 91(3), 421-427. [PubMed] [PDF] [Journal]

Marks L.B. et al, Radiation dose-volume effects in the lung, Int J Rad Oncol Biol Phys, 2010, 76 (3 suppl): S70-S76. [PubMed] [Journal]

C. Oberije, Z. Liao, D. De Ruysscher, S. Tucker, P. Lambin Development and External Validation of a Model for Prediction of Radiation-Induced Dyspnea: An Approach combining Clinical Data with Information from Literature, International Journal of Radiation Oncology*Biology*Physics, Volume 78, Issue 3, Page S528. [PDF]