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H. Komura

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Open access Nov 2026

Identifying Short Half-Life Compounds from Structure Information Using Multi-Task Graph Neural Networks

Accurate prediction of terminal half-life (t1/2) is paramount for prioritizing drug candidates during the lead optimization stage, as it minimizes the risk of clinical trial failure while optimizing resource allocation. Drugs characterized by suboptimal t1/2 profileseither excessively short or prolongedpresent sign...

Ryoko Terada, Reiko Watanabe, H. Komura et al. · 0 citations

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