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Feature/ludb ecg delineation#1015

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hexasix:feature/ludb-ecg-delineation
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Feature/ludb ecg delineation#1015
Gawainus wants to merge 2 commits intosunlabuiuc:masterfrom
hexasix:feature/ludb-ecg-delineation

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@Gawainus Gawainus commented Apr 19, 2026

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:

  • 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

hexasix and others added 2 commits April 19, 2026 16:06
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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