3 years ago

Prediction of skin dose in low‐kV intraoperative radiotherapy using machine learning models trained on results of in vivo dosimetry

Michele Avanzo, Giovanni Pirrone, Mario Mileto, Samuele Massarut, Joseph Stancanello, Milad Baradaran-Ghahfarokhi, Alexandra Rink, Loredana Barresi, Lorenzo Vinante, Erica Piccoli, Marco Trovo, Issam El Naqa, Giovanna Sartor

Abstract

Purpose

To implement a machine learning model to predict skin dose from targeted intraoperative (TARGIT) treatment resulting in timely adoption of strategies to limit excessive skin dose.

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