Preliminary evaluation of deep learning for first-line diagnostic prediction of tumor mutational status

Abstract The detection of tumour gene mutations by DNA or RNA sequencing is crucial for the prescription of effective targeted therapies. Recent developments showed promising results for tumoral mutational status prediction using new deep learning based methods on histopathological images. However,...

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Bibliographic Details
Main Authors: Louis-Oscar Morel, Valentin Derangère, Laurent Arnould, Sylvain Ladoire, Nathan Vinçon
Format: Article
Language:English
Published: Nature Portfolio 2023-04-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-34016-y