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Replicates the ECG wave delineation benchmark from: Park et al., "Benchmarking ECG Delineation using Deep Neural Network-based Semantic Segmentation Models," CHIL 2025. Changes: - Datasets: LUBD and QTDB - Task: ecg_delineation_ludb_fn task - Models: ecg_code Links: Benchmarking ECG Delineation: https://raw.githubusercontent.com/mlresearch/v287/main/assets/park25a/park25a.pdf Self-trained Model for ECG Complex Delineation: https://arxiv.org/pdf/2406.02711
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Students:
Cao, Yumen (ycao10)
Lin, De (delin2)
ECG delineation task (Park et al. CHIL 2025)
Replicates the ECG wave delineation benchmark from:
Park et al., "Benchmarking ECG Delineation using Deep Neural
Network-based Semantic Segmentation Models," CHIL 2025.
Changes:
Links:
Benchmarking ECG Delineation: https://raw.githubusercontent.com/mlresearch/v287/main/assets/park25a/park25a.pdf
Self-trained Model for ECG Complex Delineation: https://arxiv.org/pdf/2406.02711