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Andrew Y. Ng
Researcher at Stanford University
Publications - 356
Citations - 184387
Andrew Y. Ng is an academic researcher from Stanford University. The author has contributed to research in topics: Deep learning & Supervised learning. The author has an hindex of 130, co-authored 345 publications receiving 164995 citations. Previous affiliations of Andrew Y. Ng include Max Planck Society & Baidu.
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3KG: Contrastive Learning of 12-Lead Electrocardiograms using Physiologically-Inspired Augmentations.
TL;DR: In this paper, a method to generate positive pairs for contrastive learning using physiologically-inspired 3D augmentations of the 12-lead electrocardiogram is proposed, which achieves a performance increase of 0.16,.086, and.046 in mean AUROC over a randomly initialized baseline at 1, 10%, and 100% label fractions respectively.