A model diagnoses arrhythmia without seeing raw data.

The system derives an encryption key from each ECG’s own waveform shape, then classifies arrhythmia on the secured version at 98.6% accuracy.

The manuscript is an early, unedited release — errors may still affect the published findings.

Sources: Nature