Author

Rajiah Aldrin Denny

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Open access Sep 2026

Machine Learning-Guided Classification of Druggable Pockets and Phylogenetic Druggability Transfer Across the Human Kinome

A machine learning-guided structural atlas of 11,945 kinase-inhibitor complexes is constructed and it is demonstrated that evolutionary proximity is a statistically significant predictor of shared allosteric pocket accessibility, making drug discovery more efficient.

Rudrakshi Chauhan, Rajiah Aldrin Denny, N. Murugan · bioRxiv · 0 citations