Fate-tox: fragment attention transformer for E(3)-equivariant multi-organ toxicity prediction

Abstract Toxicity is a critical hurdle in drug development, often causing the late-stage failure of promising compounds. Existing computational prediction models often focus on single-organ toxicity. However, avoiding toxicity of an organ, such as reducing gastrointestinal side effects, may inadvert...

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Bibliographic Details
Main Authors: Sumin Ha, Dongmin Bang, Sun Kim
Format: Article
Language:English
Published: BMC 2025-05-01
Series:Journal of Cheminformatics
Subjects:
Online Access:https://doi.org/10.1186/s13321-025-01012-5
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