medical
ECG Patient Identification
3260 papers • 126 benchmarks • 313 datasets
Identifying patients using their electrocardiograms.
(Image credit: Papersgraph)
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ElectroCardioGuard: Preventing Patient Misidentification in Electrocardiogram Databases through Neural Networks
Michal Seják, Jakub Sido, David Zahour•Thu Jun 08 2023
A small and efficient neural-network based model for determining whether two ECGs originate from the same patient is proposed, which demonstrates great generalization capabilities and achieves state-of-the-art performance in gallery-probe patient identification on PTB-XL while utilizing 760x fewer parameters.
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