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Harmonizing across datasets to improve the transferability of drug combination prediction

Combination treatment has multiple advantages over traditional monotherapy in clinics, thus becoming a target of interest for many high-throughput screening (HTS) studies, which enables the development of machine learning models predicting the response of new drug combinations. However, most existin...

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Detalles Bibliográficos
Autores principales: Zhang, Hanrui, Wang, Ziyan, Nan, Yiyang, Zagidullin, Bulat, Yi, Daiyao, Tang, Jing, Guan, Yuanfang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10090076/
https://www.ncbi.nlm.nih.gov/pubmed/37041243
http://dx.doi.org/10.1038/s42003-023-04783-5