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SPLDExtraTrees: Robust machine learning approach for predicting kinase inhibitor resistance. (arXiv:2111.08008v4 [q-bio.QM] UPDATED)
Jan. 17, 2022, 2:11 a.m. | Ziyi Yang, Zhaofeng Ye, Yijia Xiao, Changyu Hsieh, Shengyu Zhang
cs.LG updates on arXiv.org arxiv.org
Drug resistance is a major threat to the global health and a significant
concern throughout the clinical treatment of diseases and drug development. The
mutation in proteins that is related to drug binding is a common cause for
adaptive drug resistance. Therefore, quantitative estimations of how mutations
would affect the interaction between a drug and the target protein would be of
vital significance for the drug development and the clinical practice.
Computational methods that rely on molecular dynamics simulations, Rosetta …
More from arxiv.org / cs.LG updates on arXiv.org
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