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ECG /
Validated
ECG /
Cardiac
Cardiac Rhythm and Pattern Analysis
Ischemia · AFib · Arrhythmia screening
PTB-XL
Public Dataset
Cross-Patient
No Per-Patient Tuning
Multi-Class
Ischemia · AFib · Arrhythmia
Real-World
Clinical Records
Rhythm Classification
Cardiac Pattern Recognition at Scale
Identifies abnormal rhythms across thousands of clinical recordings without per-patient training.
Capabilities
What this domain delivers
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Cardiac Rhythm Classification
Identifies abnormal rhythms across thousands of clinical recordings without per-patient calibration.
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AFib Screening
Detects atrial fibrillation patterns directly from raw ECG signals.
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Ischemia Recognition
Surfaces ischemic patterns in real-world clinical datasets such as PTB-XL.
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Cross-Patient Generalization
One screening workflow that works across patients without re-tuning, designed for population-scale screening.
Cardiology & Clinical Research Teams
We support cardiac research and clinical screening pipelines with cross-patient pattern detection.
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