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数据资源cardiac ultrasound videos with functional annotationsechocardiography video datasetLarge echocardiography video dataset; see official site申请访问

EchoNet-Dynamic 心脏超声视频数据集

EchoNet-Dynamic is a cardiac ultrasound video dataset with expert annotations for left ventricular function. It is used for echocardiography video understanding, ejection fraction estimation, cardiac segmentation, and clinical video AI research.

数据资源12-lead ECG waveforms with diagnostic labelsECG waveform benchmarkLarge public ECG dataset; version 1.0.3开放访问

PTB-XL:大型开放 12 导联 ECG 数据集

PTB-XL is a large public 12-lead electrocardiography dataset with diagnostic statements and waveform records. It is a standard benchmark for ECG classification, cardiac abnormality detection, clinical signal representation learning, and robust evaluation of biosignal models.