Impact of Statistical Learning Methods on the Predictive Power of Multivariate Normal Tissue Complication Probability Models

Multivariate Normal ◽

Probability Models ◽

Learning Methods

Multivariate normal tissue complication probability models for rectal and bladder morbidity in prostate cancer patients treated with proton therapy

10.1016/j.radonc.2020.10.025 ◽

2020 ◽

Vol 153 ◽

pp. 279-288

Author(s):

Jesper Pedersen ◽

Xiaoying Liang ◽

Oscar Casares-Magaz ◽

Curtis Bryant ◽

Nancy Mendenhall ◽

...

Keyword(s):

Prostate Cancer ◽

Cancer Patients ◽

Proton Therapy ◽

Normal Tissue ◽

Multivariate Normal ◽

Comparisons of normal tissue complication probability models derived from planned and delivered dose for head and neck cancer patients

10.1016/j.radonc.2021.09.015 ◽

2021 ◽

Author(s):

Takahiro Kanehira ◽

Simon van Kranen ◽

Tomas Jansen ◽

Olga Hamming-Vrieze ◽

Abrahim Al-Mamgani ◽

...

Keyword(s):

Head And Neck Cancer ◽

Head And Neck ◽

Cancer Patients ◽

Neck Cancer ◽

Normal Tissue ◽

Probability Models ◽

Delivered Dose

Normal tissue complication probability models for prospectively scored late rectal and urinary morbidity after proton therapy of prostate cancer

Physics and Imaging in Radiation Oncology ◽

10.1016/j.phro.2021.10.004 ◽

2021 ◽

Vol 20 ◽

pp. 62-68

Author(s):

Jesper Pedersen ◽

Xiaoying Liang ◽

Curtis Bryant ◽

Nancy Mendenhall ◽

Zuofeng Li ◽

...

Keyword(s):

Prostate Cancer ◽

Proton Therapy ◽

Normal Tissue ◽

Probability Models ◽

Urinary Morbidity

Normal tissue complication probability models for severe acute radiological lung injury after radiotherapy for lung cancer

Physica Medica ◽

10.1016/j.ejmp.2014.10.006 ◽

2015 ◽

Vol 31 (1) ◽

pp. 1-8 ◽

Cited By ~ 15

Author(s):

M. Avanzo ◽

M. Trovo ◽

C. Furlan ◽

L. Barresi ◽

A. Linda ◽

...

Keyword(s):

Lung Cancer ◽

Lung Injury ◽

Normal Tissue ◽

Effects From Nonuniform Dose Distribution in the Spinal Nerves of Pigs: Analysis of Normal Tissue Complication Probability Models

International Journal of Radiation Oncology*Biology*Physics ◽

10.1016/j.ijrobp.2020.11.002 ◽

2020 ◽

Author(s):

Brian Hrycushko ◽

Paul M. Medin

Keyword(s):

Dose Distribution ◽

Normal Tissue ◽

Probability Models ◽

Spinal Nerves

Normal tissue complication probability (NTCP) modelling using spatial dose metrics and machine learning methods for severe acute oral mucositis resulting from head and neck radiotherapy

10.1016/j.radonc.2016.05.015 ◽

2016 ◽

Vol 120 (1) ◽

pp. 21-27 ◽

Cited By ~ 38

Author(s):

Jamie A. Dean ◽

Kee H. Wong ◽

Liam C. Welsh ◽

Ann-Britt Jones ◽

Ulrike Schick ◽

...

Keyword(s):

Machine Learning ◽

Head And Neck ◽

Oral Mucositis ◽

Normal Tissue ◽

Learning Methods ◽

Machine Learning Methods ◽

Dose Metrics ◽

Head And Neck Radiotherapy ◽

Ntcp Modelling

IMPROVING NORMAL TISSUE COMPLICATION PROBABILITY MODELS: THE NEED TO INCLUDE BIOLOGICAL MECHANISMS

10.1016/s0167-8140(11)71715-7 ◽

2011 ◽

Vol 98 ◽

pp. S5

Author(s):

P. van Luijk

Keyword(s):

Normal Tissue ◽

Biological Mechanisms ◽

Use of Normal Tissue Complication Probability Models in the Clinic

International Journal of Radiation Oncology*Biology*Physics ◽

10.1016/j.ijrobp.2009.07.1754 ◽

2010 ◽

Vol 76 (3) ◽

pp. S10-S19 ◽

Cited By ~ 824

Author(s):

Lawrence B. Marks ◽

Ellen D. Yorke ◽

Andrew Jackson ◽

Randall K. Ten Haken ◽

Louis S. Constine ◽

...

Keyword(s):

Normal Tissue ◽

Statistical Validation of Normal Tissue Complication Probability Models

International Journal of Radiation Oncology*Biology*Physics ◽

10.1016/j.ijrobp.2012.02.022 ◽

2012 ◽

Vol 84 (1) ◽

pp. e123-e129 ◽

Cited By ~ 19

Author(s):

Cheng-Jian Xu ◽

Arjen van der Schaaf ◽

Aart A. van't Veld ◽

Johannes A. Langendijk ◽

Cornelis Schilstra

Keyword(s):

Normal Tissue ◽

Probability Models ◽

Statistical Validation

Estimated Benefit of Dose Reduction to Highly Ventilated Lung Regions for Stage III Non–small Cell Lung Cancer Patients Using Normal Tissue Complication Probability Models

International Journal of Radiation Oncology*Biology*Physics ◽

10.1016/j.ijrobp.2017.06.259 ◽

2017 ◽

Vol 99 (2) ◽

pp. S109

Author(s):

H.H. Zhang ◽

P. Mohindra ◽

C.B. Simone ◽

S.M. Bentzen ◽

S. Senan ◽

...

Keyword(s):

Lung Cancer ◽

Small Cell Lung Cancer ◽

Dose Reduction ◽

Cancer Patients ◽

Normal Tissue ◽

Small Cell ◽

Small Cell Lung ◽

Probability Models ◽

Lung Cancer Patients