SEP 9, 2026 · PREPRINT
An Explainable Machine Learning Framework for Predicting Blood-Brain Barrier Permeability Using Molecular Descriptors
arXiv
This is an unreviewed preprint presenting a machine learning model for predicting BBB permeability from molecular descriptors; it is methodologically sound but lacks peer review and clinical validation.
Preprint: Not Peer ReviewedFatemeh Mahmoudi
Reported
Sample size2039
Number of molecular descriptors15
XGBoost accuracy88.97%