Investigation of REFINED CNN ensemble learning for anti-cancer drug sensitivity prediction

MOTIVATION: Anti-cancer drug sensitivity prediction using deep learning models for individual cell line is a significant challenge in personalized medicine. Recently developed REFINED (REpresentation of Features as Images with NEighborhood Dependencies) CNN (Convolutional Neural Network)-based model...

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Detalles Bibliográficos
Autores principales: Bazgir, Omid, Ghosh, Souparno, Pal, Ranadip
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Biomedical Informatics
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8275339/
https://www.ncbi.nlm.nih.gov/pubmed/34252971
http://dx.doi.org/10.1093/bioinformatics/btab336

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