[HTML][HTML] CT imaging markers to improve radiation toxicity prediction in prostate cancer radiotherapy by stacking regression algorithm

S Mostafaei, H Abdollahi, S Kazempour Dehkordi… - La radiologia …, 2020 - Springer
Purpose Radiomic features, clinical and dosimetric factors have the potential to predict
radiation-induced toxicity. The aim of this study was to develop prediction models of …

Machine learning on a genome-wide association study to predict late genitourinary toxicity after prostate radiation therapy

S Lee, S Kerns, H Ostrer, B Rosenstein… - International Journal of …, 2018 - Elsevier
Purpose Late genitourinary (GU) toxicity after radiation therapy limits the quality of life of
prostate cancer survivors; however, efforts to explain GU toxicity using patient and dose …

Understanding urinary toxicity after radiotherapy for prostate cancer: first steps forward

T Rancati, F Palorini, C Cozzarini, C Fiorino… - Tumori …, 2017 - journals.sagepub.com
One of the most relevant achievements of Professor Gianni Bonadonna was the
implementation of the methodology of controlled clinical trials in medical oncology. It is valid …

A systematic post-QUANTEC review of tolerance doses for late toxicity after prostate cancer radiation therapy

CE Olsson, A Jackson, JO Deasy, M Thor - International Journal of …, 2018 - Elsevier
Purpose The aims of this study were to systematically review tolerance doses for late distinct
gastrointestinal (GI), genitourinary (GU), and sexual dysfunction (SD) symptoms after …

Voxel-based analysis for identification of urethrovesical subregions predicting urinary toxicity after prostate cancer radiation therapy

E Mylona, O Acosta, T Lizee, C Lafond… - International Journal of …, 2019 - Elsevier
Purpose To apply a voxel-based analysis to identify urethrovesical symptom-related
subregions (SRSs) associated with acute and late urinary toxicity in prostate cancer …

Early morbidity and dose–volume effects in definitive radiochemotherapy for locally advanced cervical cancer: a prospective cohort study covering modern treatment …

Y Seppenwoolde, K Majercakova… - Strahlentherapie und …, 2021 - Springer
Purpose Predicting morbidity for patients with locally advanced cervix cancer after external
beam radiotherapy (EBRT) based on dose–volume parameters remains an unresolved …

Multi-atlas-based segmentation of prostatic urethra from planning CT imaging to quantify dose distribution in prostate cancer radiotherapy

O Acosta, E Mylona, M Le Dain, C Voisin… - Radiotherapy and …, 2017 - Elsevier
Background and purpose Segmentation of intra-prostatic urethra for dose assessment from
planning CT may help explaining urinary toxicity in prostate cancer radiotherapy. This work …

Patient-reported outcomes after radiation therapy in men with prostate cancer: a systematic review of prognostic tool accuracy and validity

ME O'Callaghan, E Raymond, JM Campbell… - International Journal of …, 2017 - Elsevier
Purpose To identify, through a systematic review, all validated tools used for the prediction of
patient-reported outcome measures (PROMs) in patients being treated with radiation …

Fitting NTCP models to bladder doses and acute urinary symptoms during post-prostatectomy radiotherapy

P Mavroidis, KA Pearlstein, J Dooley, J Sun… - Radiation …, 2018 - Springer
Background To estimate the radiobiological parameters of three popular normal tissue
complication probability (NTCP) models, which describe the dose-response relations of …

Biological dose and complication probabilities for the rectum and bladder based on linear energy transfer distributions in spot scanning proton therapy of prostate …

J Pedersen, JBB Petersen, CH Stokkevåg… - Acta …, 2017 - Taylor & Francis
Background: The increased linear energy transfer (LET) at the end of the Bragg peak causes
concern for an elevated and spatially varying relative biological effectiveness (RBE) of …