Leveraging explainable AI for gut microbiome-based colorectal cancer classification

Studies have shown a link between colorectal cancer (CRC) and gut microbiome compositions. In these studies, machine learning is used to infer CRC biomarkers using global explanation methods. While these methods allow the identification of bacteria generally correlated with CRC, they fail to recogni...

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Detalles Bibliográficos
Autores principales: Rynazal, Ryza, Fujisawa, Kota, Shiroma, Hirotsugu, Salim, Felix, Mizutani, Sayaka, Shiba, Satoshi, Yachida, Shinichi, Yamada, Takuji
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Method
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9912568/
https://www.ncbi.nlm.nih.gov/pubmed/36759888
http://dx.doi.org/10.1186/s13059-023-02858-4

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9912568/
https://www.ncbi.nlm.nih.gov/pubmed/36759888
http://dx.doi.org/10.1186/s13059-023-02858-4

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