AI for Drug Discovery | PharmD | Machine Learning • Cheminformatics • Life Sciences
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dual-jnk3-gsk3b-ga-feature-selection
dual-jnk3-gsk3b-ga-feature-selection PublicGenetic Algorithm feature selection with XGBoost for predicting dual JNK3/GSK3β docking candidates, validated on unseen molecular scaffolds. MSc research project, QMUL.
Jupyter Notebook
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bbb-permeability-prediction
bbb-permeability-prediction PublicComparing RDKit descriptors + LightGBM against a Chemprop graph neural network for blood-brain barrier permeability, evaluated across five scaffold splits with paired statistical testing.
Python
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