An open-source framework and four synthetic ECG image datasets are released to support deep learning for digitization, lead detection, and overlapping waveform segmentation.
Ptb-image: A scanned paper ecg dataset for digitization and image-based diagnosis,
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HeartcareGPT proposes Dual Stream Projection Alignment (DSPA) on a structure-aware tokenizer for unified ECG signal-image modeling, supported by Heartcare-400K dataset and Heartcare-Bench.
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An Open-Source Python Framework and Synthetic ECG Image Datasets for Digitization, Lead and Lead Name Detection, and Overlapping Signal Segmentation
An open-source framework and four synthetic ECG image datasets are released to support deep learning for digitization, lead detection, and overlapping waveform segmentation.
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HeartcareGPT: A Unified Multimodal ECG Suite for Dual Signal-Image Modeling and Understanding
HeartcareGPT proposes Dual Stream Projection Alignment (DSPA) on a structure-aware tokenizer for unified ECG signal-image modeling, supported by Heartcare-400K dataset and Heartcare-Bench.