Development and Optimization of a Machine-Learning Prediction Model for Acute Desquamation After Breast Radiation Therapy in the Multicenter REQUITE Cohort by Mahmoud Aldraimli, PhD, Sarah Osman, PhD, Diana Grishchuck, MSc, Samuel Ingram, MSc, Robert Lyon, PhD, Anil Mistry, MSc, Jorge Oliveira, PhD, Robert Samuel, MBChB, Leila E.A. Shelley, PhD, Daniele Soria, PhD, Miriam V. Dwek, PhD, Miguel E. Aguado-Barrera, MD, PhD, David Azria, MD, Jenny Chang-Claude, PhD, Alison Dunning, PhD, Alexandra Giraldo, MD, Sheryl Green, MD, Sara Gutiérrez-Enríquez, PhD, Carsten Herskind, PhD, Hans van Hulle, MD, Maarten Lambrecht, MD, Laura Lozza, MD, Tiziana Rancati, MSc, Victoria Reyes, MD, Barry S. Rosenstein, PhD, Dirk de Ruysscher, MD, Maria C. de Santis, MD, Petra Seibold, PhD, Elena Sperk, MD, R. Paul Symonds, MD, Hilary Stobart, Begoña Taboada-Valadares, MD, Christopher J. Talbot, PhD, Vincent J.L. Vakaet, MD, Ana Vega, PhD, Liv Veldeman, MD, PhD, Marlon R. Veldwijk, PhD, Adam Webb, PhD, Caroline Weltens, MD, Catharine M. West, PhD, Thierry J. Chaussalet, PhD, Tim Rattay, MBChB, PhD

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External Validation of a Predictive Model for Acute Skin Radiation Toxicity in the REQUITE Breast Cohort by Tim Rattay, Petra Seibold, Miguel E. Aguado-Barrera, Miguel E. Aguado-Barrera, Manuel Altabas, David Azria, Gillian C. Barnett, Renée Bultijnck, Renée Bultijnck, Jenny Chang-Claude, Jenny Chang-Claude, Ananya Choudhury, Charlotte E. Coles, Alison M. Dunning, Rebecca M. Elliott, Marie-Pierre Farcy Jacquet, Sara Gutiérrez-Enríquez, Kerstie Johnson, Anusha Müller, Giselle Post, Tiziana Rancati, Victoria Reyes, Barry S. Rosenstein, Dirk De Ruysscher, Dirk De Ruysscher, Maria C. de Santis, Elena Sperk, Hilary Stobart, R. Paul Symonds, Begoña Taboada-Valladares, Begoña Taboada-Valladares, Ana Vega, Ana Vega, Liv Veldeman, Liv Veldeman, Adam J. Webb, Catharine M. West, Riccardo Valdagni, Riccardo Valdagni, Riccardo Valdagni, Christopher J. Talbot, REQUITE consortium, Yolande Lievens, Marc van Eijkeren, Piet Ost, Valérie Fonteyne, Christel Monten, Wilfried De Neve, Stephanie Peeters, Karin Haustermans, Caroline Weltens, Gilles Defraene, Maarten Lambrecht, Erik van Limberghen, Erik Briers, Celine Bourgier, Muriel Brengues, Roxana Draghici, Francoise Bons, Thomas Blaschke, Christian Weiß, Irmgard Helmbold, Christian Weißenberger, Petra Stegmaier, Johannes Claßen, Ulrich Giesche, Marie-Luise Sautter-Bihl, Burkhard Neu, Thomas Schnabel, Michael Ehmann, Benjamin Gauter-Fleckenstein, Carsten Herskind, Marlon Veldwijk, Jörg Schäfer, Tommaso Giandini, Marzia Franceschini, Claudia Sangalli, Barbara Avuzzi, Sara Morlino, Laura Lozza, Gabriele Pietro, Elena Delmastro, Elisabetta Garibaldi, Alessandro Cicchetti, Ben Vanneste, Bibiana Piqué-Leiva, Meritxel Molla, Alexandra Giraldo, Monica Ramos, Ramon Lobato-Busto, Paloma Sosa-Fajardo, Laura Torrado Moya, Isabel Dominguez-Rios, Irene Fajardo-Paneque, Patricia Calvo-Crespo, Ana Carballo, Paula Peleteiro, Olivia-Fuentes-Rios, Antonio Gomez-Caamano, Victoria Harrop, Debbie Payne, Manjusha Keni, Samuel Lavers, Simon Wright, Sridhar Thiagarajan, Luis Aznar-Garcia, Kiran Kancherla, Christopher Kent, Subramaniam Vasanthan, Donna Appleton, Monika Kaushik, Frances Kenny, Hazem Khout, Jaroslaw Krupa, Kelly V. Lambert, Simon Pilgrim, Sheila Shokuhi, Kalliope Valassiadou, Ion Bioangiu, Kufre Sampson, Ahmed Osman, Corinne Faivre-Finn, Karen Foweraker, Abigail Pascoe, Claire P. Esler, Tim Ward, Daniel S. Higginson, Richard G. Stock, Sheryl Green

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