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README.md

@@ -18,4 +18,26 @@ tags:
   - gradio
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-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+# BrainConnect-ASD
+
+Site-invariant Autism Spectrum Disorder classification from resting-state fMRI, built for the AMD Developer Hackathon 2026.
+
+## Models
+
+| Model | Description |
+|---|---|
+| [Yatsuiii/brain-connect-gcn](https://huggingface.co/Yatsuiii/brain-connect-gcn) | Adversarial Brain Mode Network — 20-model LOSO GCN ensemble, AUC 0.7298 cross-site |
+| [Yatsuiii/asd-interpreter-merged](https://huggingface.co/Yatsuiii/asd-interpreter-merged) | Qwen2.5-7B fine-tuned clinical interpreter — generates natural language reports from saliency scores |
+
+## Pipeline
+
+```
+fMRI (.1D) → preprocessing → FC matrix → GCN ensemble (20 models) → p(ASD)
+                                                    ↓
+                                         gradient saliency → Qwen2.5-7B → clinical report
+```
+
+- **60 total models** trained across 3 atlases (CC200, AAL, Harvard-Oxford) × 20 LOSO folds
+- **AMD MI300X** (ROCm 7.0) used for all training and LLM inference
+- **~20ms** end-to-end inference per subject (preprocessing + 20-model ensemble)
+- **1,102 subjects** · 20 acquisition sites · cross-site evaluation only