DIVER preprocessing pipelines for clinical brain monitoring tasks: sleep stage classification and seizure detection.
5-class classification (W, N1, N2, N3, REM) on PSG data
- 📂 ISRUC_Sleep/ - Complete task documentation
- 📄 ISRUC_Sleep/README.md - Quick start guide
- 📄 ISRUC_Sleep/ISRUC_DATASET_INFO.md - Dataset documentation
Quick stats: 100 subjects, 6 EEG channels, 30s epochs, 200→500 Hz
Binary classification (non-seizure vs. seizure) on pediatric epilepsy data
- 📂 CHBMIT_Seizure/ - Complete task documentation
- 📄 CHBMIT_Seizure/README.md - Quick start guide
- 📄 CHBMIT_Seizure/CHBMIT_DATASET_INFO.md - Dataset documentation
Quick stats: 21 patients, 16 bipolar channels, 10s segments, 256→500 Hz, v2 format (ISRUC-compatible)
For detailed preprocessing pipeline, data format comparison, and citations, see the main README.
- Paper: Lee, B. and Park, J. E. et al. (2025). CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding. ICLR 2025