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

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 classification of the...

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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Lombardo, Elia, Kurz, Christopher, Marschner, Sebastian, Avanzo, Michele, Gagliardi, Vito, Fanetti, Giuseppe, Franchin, Giovanni, Stancanello, Joseph, Corradini, Stefanie, Niyazi, Maximilian, Belka, Claus, Parodi, Katia, Riboldi, Marco, Landry, Guillaume
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2021
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Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7979766/
https://ncbi.nlm.nih.gov/pubmed/33742070
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-021-85671-y
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