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NeRD: a multichannel neural network to predict cellular response of drugs by integrating multidimensional data

BACKGROUND: Considering the heterogeneity of tumors, it is a key issue in precision medicine to predict the drug response of each individual. The accumulation of various types of drug informatics and multi-omics data facilitates the development of efficient models for drug response prediction. Howev...

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Detalles Bibliográficos
Autores principales: Cheng, Xiaoxiao, Dai, Chong, Wen, Yuqi, Wang, Xiaoqi, Bo, Xiaochen, He, Song, Peng, Shaoliang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9575288/
https://www.ncbi.nlm.nih.gov/pubmed/36244991
http://dx.doi.org/10.1186/s12916-022-02549-0