Application of transfer learning for cancer drug sensitivity prediction

BACKGROUND: In precision medicine, scarcity of suitable biological data often hinders the design of an appropriate predictive model. In this regard, large scale pharmacogenomics studies, like CCLE and GDSC hold the promise to mitigate the issue. However, one cannot directly employ data from multiple...

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Detalles Bibliográficos
Autores principales: Dhruba, Saugato Rahman, Rahman, Raziur, Matlock, Kevin, Ghosh, Souparno, Pal, Ranadip
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6309077/
https://www.ncbi.nlm.nih.gov/pubmed/30591023
http://dx.doi.org/10.1186/s12859-018-2465-y

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6309077/
https://www.ncbi.nlm.nih.gov/pubmed/30591023
http://dx.doi.org/10.1186/s12859-018-2465-y

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