ESTRO 2024 - Abstract Book

S5030

Physics - Radiomics, functional and biological imaging and outcome prediction

ESTRO 2024

References:

[1] Harrabi SB, von Nettelbladt B, Gudden C, Adeberg S, Seidensaal K, Bauer J, Bahn E, Mairani A, Alber M, Haberer T, Debus J. Radiation induced contrast enhancement after proton beam therapy in patients with low grade glioma–How safe are protons?. Radiotherapy and Oncology. 2022 Feb 1;167:211-8.

[2] Soffietti R, Pellerino A, Bruno F, Mauro A, Rudà R. Neurotoxicity from old and new radiation treatments for brain tumors. International Journal of Molecular Sciences. 2023 Jun 26;24(13):10669.

[3] Paszke A, Gross S, Massa F, Lerer A, Bradbury J, Chanan G, Killeen T, Lin Z, Gimelshein N, Antiga L, Desmaison A. Pytorch: An imperative style, high-performance deep learning library. Advances in neural information processing systems. 2019;32. [4] Pérez-García F, Sparks R, Ourselin S. TorchIO: a Python library for efficient loading, preprocessing, augmentation and patch-based sampling of medical images in deep learning. Computer Methods and Programs in Biomedicine. 2021 Sep 1;208:106236.

1242

Proffered Paper

Sensitivity of dose-response mapping model parameters at the bladder and rectum in prostate cancer

Tanuj Puri 1,2 , Marcel van Herk 1,2 , Eliana Vasquez osorio 1,2 , Andrew P. Morros 3 , Jane Shortall 1,2 , Sarah L. Kerns 4 , David Azria 5 , Marie-Pierre Farcy-Jacquet 6 , Jenny Chang-Claude 7 , Alison Dunning 8 , Maarten Lambrecht 9 , Barbara Avuzzi 10 , Dirk de Ruysscher 11 , Petra Seibold 7 , Elena Sperk 12 , Christopher Talbot 13 , Ana Vega 14 , Liv Veldeman 15 , Adam Webb 16 , Tiziana Rancati 17 , Barry Rosenstein 18 , Catharine West 1,2 , Ananya Choudhury 1,2 , Peter Hoskin 1,2 , Alan McWilliam 1,2 1 University of Manchester, Division of Cancer Sciences, Manchester, United Kingdom. 2 The Christie NHS Foundation Trust, 58, Manchester, United Kingdom. 3 University of Manchester, Division of Musculoskeletal & Dermatological Sciences, Manchester, United Kingdom. 4 Medical College of Wisconsin, Radiation Oncology, Milwaukee, USA. 5 L'Institut du Cancer de Montpellier, Department of Radiation Oncology, Montpellier, France. 6 Centre Hospitalier Régional Universitaire de Nîmes, Department of Radiation Oncology, Nimes, France. 7 Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany. 8 University of Cambridge, Department of Oncology, Cambridge, United Kingdom. 9 KU Leuven, Department of Oncology, Leuven, Belgium. 10 Unit of radiotherapy 1, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy. 11 Maastricht University Medical Center, School for Oncology and Developmental Biology Grow, Maastricht, Netherlands. 12 Universitätsmedizin Mannheim, Medical Faculty Mannheim, Department of Radiation Oncology, Mannheim, Germany. 13 University of Leicester, Medical Genetics, Leicester, United Kingdom. 14 Universidade de Santiago de Compostela, Fundación Pública Galega de Medicina Xenómica, Santiago de Compostela, Spain. 15 Ghent University, Department of Radiation Oncology, Ghent, Belgium. 16 University of Leicester, Department of Genetics and Genome Biology, Leicester, United Kingdom. 17 Fondazione IRCCS Istituto Nazionale dei Tumori, Data Science Unit, Milan, Italy. 18 The Mount Sinai Hospital, Icahn School of Medicine at Mount Sinai, New York, USA