PTB-XL

Researchers introduced Winder, a joint-embedding architecture that uses a phase-equivariant self-supervised objective to organize cardiac representations into phase-invariant and phase-rotating subspa…

Researchers developed an AI pipeline that digitizes paper ECGs via smartphone photos, achieving 95.51% accuracy in detecting myocardial infarction. The system runs on CPUs in under 30 seconds, enablin…

Researchers have developed MERIT, a multimodal pretraining framework that uses information theory to learn electrocardiogram (ECG) representations by jointly preserving signal structure and integratin…