Browsing 02. International Journal of Computing and Digital Systems by Subject "Random Forest, SHAP, QSAR modeling, Alzheimer, Drug Discovery, Molecular Docking."

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Interpretable Machine Learning in Drug Discovery: QSAR Modeling of Molecular Properties for Alzheimer's Disease Using Random Forest

Imani, Alyssa; Agung Santoso Gunawan, Alexander; Suhartono, Derwin (2024-05-10)

Drug development has traditionally been expensive and time consuming. Computational approaches such as machine learning have been widely applied to improve efficiency, yet interpreting prediction outcomes remains a challenge. ...

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