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Prediction of drug sensitivity based on multi-omics data using deep learning and similarity network fusion approaches

With the rapid development of multi-omics technologies and accumulation of large-scale bio-datasets, many studies have conducted a more comprehensive understanding of human diseases and drug sensitivity from multiple biomolecules, such as DNA, RNA, proteins and metabolites. Using single omics data i...

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Detalles Bibliográficos
Autores principales: Liu, Xiao-Ying, Mei, Xin-Yue
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10150883/
https://www.ncbi.nlm.nih.gov/pubmed/37139048
http://dx.doi.org/10.3389/fbioe.2023.1156372