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De novo Prediction of Cell-Drug Sensitivities Using Deep Learning-based Graph Regularized Matrix Factorization

Application of artificial intelligence (AI) in precision oncology typically involves predicting whether the cancer cells of a patient (previously unseen by AI models) will respond to any of a set of existing anticancer drugs, based on responses of previous training cell samples to those drugs. To ex...

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Detalles Bibliográficos
Autores principales: Ren, Shuangxia, Tao, Yifeng, Yu, Ke, Xue, Yifan, Schwartz, Russell, Lu, Xinghua
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8691529/
https://www.ncbi.nlm.nih.gov/pubmed/34890156