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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Jia-Lin Ma

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#protein folding Conference Open access Oct 2026

ANOVA–Mutual Information Feature Selection with CatBoost for Gallstone Disease Classification

Gallstone disease is a common biliary disorder forwhich non-invasive, ultrasonography-independent risk assessmentmay support clinical decision-making. This study proposesan ANOVA–Mutual Information (ANOVA–MI) feature-selectionframework combined with CatBoost, evaluated on 319 patientsand 38 candidate predictors from th...

Shuvra Baral, Jian-Chu Lin, Jia-Lin Ma · 0 citations

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