Learning curves for drug response prediction in cancer cell lines

BACKGROUND: Motivated by the size and availability of cell line drug sensitivity data, researchers have been developing machine learning (ML) models for predicting drug response to advance cancer treatment. As drug sensitivity studies continue generating drug response data, a common question is whet...

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Detalles Bibliográficos
Autores principales: Partin, Alexander, Brettin, Thomas, Evrard, Yvonne A., Zhu, Yitan, Yoo, Hyunseung, Xia, Fangfang, Jiang, Songhao, Clyde, Austin, Shukla, Maulik, Fonstein, Michael, Doroshow, James H., Stevens, Rick L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8130157/
https://www.ncbi.nlm.nih.gov/pubmed/34001007
http://dx.doi.org/10.1186/s12859-021-04163-y

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8130157/
https://www.ncbi.nlm.nih.gov/pubmed/34001007
http://dx.doi.org/10.1186/s12859-021-04163-y

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