One ECG in, twenty outputs out.
Upload a file or pick a sample on the left. Inference runs in about a tenth of a second on CPU.
1Standardise
Any lead set, sampling rate or file format is mapped onto the model's 15-lead, 500 Hz, 10 s contract. What was provided, derived, imputed or absent is reported back.
Any lead set, sampling rate or file format is mapped onto the model's 15-lead, 500 Hz, 10 s contract. What was provided, derived, imputed or absent is reported back.
2Reconstruct
An auto-encoder redraws the full 15-lead record. The disease model reads that reconstruction and its residual, so you can see exactly what it saw.
An auto-encoder redraws the full 15-lead record. The disease model reads that reconstruction and its residual, so you can see exactly what it saw.
3Predict
Coronary stenosis per vessel and a binary CAD call, PET-derived coronary flow reserve by region, FFR, LVEF, and the patient's age and sex.
Coronary stenosis per vessel and a binary CAD call, PET-derived coronary flow reserve by region, FFR, LVEF, and the patient's age and sex.
originalreconstructionresidual
Traces are in model units (each lead scaled to [-1, 1]); grid squares are 0.2 s. Reconstruction R² is over the whole 10 s window per lead. "Imputed" leads were filled by the model's static Dower imputation from the leads provided; "derived" limb leads were computed from I and II.