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title StereoAwareGNN BBB Predictor
emoji 🧠
colorFrom green
colorTo blue
sdk docker
app_file app.py
pinned false

StereoGNN-BBB: Blood-Brain Barrier Permeability Predictor

State-of-the-Art GNN model achieving AUC 0.9612 on external validation (B3DB dataset).

Author

Nabil Yasini-Ardekani

Features

  • Stereo-aware molecular graph neural network
  • Real-time BBB permeability prediction
  • Molecular visualization
  • Export results as JSON/CSV

About

Blood-Brain Barrier permeability predictor using hybrid GAT-GCN-GraphSAGE architecture. 0.9612 AUC on 7,807-compound external validation.

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