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This is a In Vitro Study study.

August 22, 2025Open Access

AMODO-EO: A Practical Framework for Adaptive Objective Discovery in Multi-Objective Drug Optimization

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The framework reveals hidden molecular relationships, enhancing drug optimization processes with new objectives.
Experiments on ChEMBL datasets show AMODO-EO identifies meaningful objectives while maintaining 2-3% performance cost.
By systematically exploring optimization criteria, the framework transforms drug discovery into an adaptive process.
Statistical validation confirms the independence of discovered objectives from predefined criteria, improving discrimination power.

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A novel framework discovers new objectives in drug discovery, suggesting enhanced optimization methods.

Shetty et al. (2025) studied this question.

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