Distant metastasis time to event analysis with CNNs in independent head and neck cancer cohorts

Abstract Deep learning models based on medical images play an increasingly important role for cancer outcome prediction. The standard approach involves usage of convolutional neural networks (CNNs) to automatically extract relevant features from the patient’s image and perform a binary classificatio...

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Main Authors: Elia Lombardo, Christopher Kurz, Sebastian Marschner, Michele Avanzo, Vito Gagliardi, Giuseppe Fanetti, Giovanni Franchin, Joseph Stancanello, Stefanie Corradini, Maximilian Niyazi, Claus Belka, Katia Parodi, Marco Riboldi, Guillaume Landry
Format: article
Language:EN
Published: Nature Portfolio 2021
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Online Access:https://doaj.org/article/4812d7f380c14586a837d2dab853bfbd
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