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Trends and Potential of Machine Learning and Deep Learning in Drug Study at Single-Cell Level

Cancer treatments always face challenging problems, particularly drug resistance due to tumor cell heterogeneity. The existing datasets include the relationship between gene expression and drug sensitivities; however, the majority are based on tissue-level studies. Study drugs at the single-cell lev...

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Detalles Bibliográficos
Autores principales: Qi, Ren, Zou, Quan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: AAAS 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10013796/
https://www.ncbi.nlm.nih.gov/pubmed/36930772
http://dx.doi.org/10.34133/research.0050