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1. ecg-robustness-benchmark ecg-robustness-benchmark Public

   Benchmarking ECG arrhythmia classifier robustness under real-world noise conditions.

   Python

2. ecg-safety-auditor ecg-safety-auditor Public

   ECG AI that measures how dangerous its mistakes are, not just how often it's wrong.

   Python 1

3. eeg-alzheimer-complexity eeg-alzheimer-complexity Public

   Fractal complexity analysis of EEG signals to track cognitive decline across healthy, MCI, and Alzheimer's groups.

   Python

4. voice-cough-mini-screener voice-cough-mini-screener Public

   Analyzes cough sounds to screen for potential respiratory issues

   Python

5. sepsis-warning-timeline sepsis-warning-timeline Public

   Which ICU variables warn of sepsis earliest? A temporal analysis of 40,336 patients that reveals what the model ignores and why.

   Python

6. surgical-blood-generalization surgical-blood-generalization Public

   A blood segmentation model trained on robotic surgery fails in laparoscopic surgery. This project measures exactly how much, and why.

   Python