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Auto-HMM-LMF: feature selection based method for prediction of drug response via autoencoder and hidden Markov model

BACKGROUND: Predicting the response of cancer cell lines to specific drugs is an essential problem in personalized medicine. Since drug response is closely associated with genomic information in cancer cells, some large panels of several hundred human cancer cell lines are organized with genomic and...

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Publicado en:BMC Bioinformatics
Main Authors: Emdadi, Akram, Eslahchi, Changiz
Formato: Artigo
Idioma:Inglês
Publicado: BioMed Central 2021
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC7844991/
https://ncbi.nlm.nih.gov/pubmed/33509079
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-021-03974-3
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