SOTAVerified

ECG Digitization

Digitize print-outs of ECGs.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–5 of 5 papers

TitleStatusHype
Combining Hough Transform and Deep Learning Approaches to Reconstruct ECG Signals From PrintoutsCode2
ECG-Image-Database: A Dataset of ECG Images with Real-World Imaging and Scanning Artifacts; A Foundation for Computerized ECG Image Digitization and AnalysisCode2
An Open-Source Python Framework and Synthetic ECG Image Datasets for Digitization, Lead and Lead Name Detection, and Overlapping Signal SegmentationCode0
Segmentation-based Extraction of Key Components from ECG Images: A Framework for Precise Classification and Digitization—0
WAVIE: A Modular and Open-Source Python Implementation for Fully Automated Digitisation of Paper Electrocardiograms—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ECG-DigitiserSNR12.15—Unverified
2BAPORLabSNR5.49—Unverified
3WAVIESNR5.47—Unverified