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Optimization of deep learning models for the prediction of gene mutations using unsupervised clustering

Deep learning models are increasingly being used to interpret whole‐slide images (WSIs) in digital pathology and to predict genetic mutations. Currently, it is commonly assumed that tumor regions have most of the predictive power. However, it is reasonable to assume that other tissues from the tumor...

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Detalles Bibliográficos
Autores principales: Chen, Zihan, Li, Xingyu, Yang, Miaomiao, Zhang, Hong, Xu, Xu Steven
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9732687/
https://www.ncbi.nlm.nih.gov/pubmed/36376239
http://dx.doi.org/10.1002/cjp2.302

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