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+# Demo Notebooks Guide
+
+## Data Extraction
+1. Run `extract_meds_data.ipynb` to convert datasets to MEDS format:
+   - MIMIC-IV demo dataset
+   - EICU dataset
+
+Extracted data locations:
+- EICU: `demo/work_dir/eicu_demo/meds`
+- MIMIC-IV: `demo/work_dir/mimiciv_demo/meds`
+
+## Task Label Generation
+2. Run `aces.ipynb` to generate prediction task labels
+
+## Model Experiments
+3. Run any of these notebooks for model experiments and AUC results:
+- `meds_cehrbert.ipynb` - CEHR-BERT implementation
+- `meds_tab.ipynb` - Tabular models
+- `meds_torch.ipynb` - PyTorch models