xDEEP-MSI: Explainable Bias-Rejecting Microsatellite Instability Deep Learning System in Colorectal Cancer

The prediction of microsatellite instability (MSI) using deep learning (DL) techniques could have significant benefits, including reducing cost and increasing MSI testing of colorectal cancer (CRC) patients. Nonetheless, batch effects or systematic biases are not well characterized in digital histol...

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Detalles Bibliográficos
Autores principales: Bustos, Aurelia, Payá, Artemio, Torrubia, Andrés, Jover, Rodrigo, Llor, Xavier, Bessa, Xavier, Castells, Antoni, Carracedo, Ángel, Alenda, Cristina
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8699085/
https://www.ncbi.nlm.nih.gov/pubmed/34944430
http://dx.doi.org/10.3390/biom11121786

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8699085/
https://www.ncbi.nlm.nih.gov/pubmed/34944430
http://dx.doi.org/10.3390/biom11121786

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