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20242026
most citedClassification of Short Segment Pediatric Heart Sounds Based on a Transformer-Based Convolutional Neural Network

16 citations · 24 across the 5 of their papers we have counts for

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2 papers · 1 filter

cs.LG2026

Clin-JEPA: A Multi-Phase Co-Training Framework for Joint-Embedding Predictive Pretraining on EHR Patient Trajectories

Yixuan Yang, Mehak Arora, Ryan Zhang +10

Joint-embedding predictive architectures (JEPA) learn representations by predicting in latent space, as in computer vision; retaining the action-conditioned predictor at inference…

cs.LG2026★ 6 cited

Automated detection of pediatric congenital heart disease from phonocardiograms using deep and handcrafted feature fusion

Abdul Jabbar, Ethan Grooby, Yang Yi Poh +5

Congenital heart disease (CHD) is the most common type of birth defect, impacting about 1% of live births worldwide. Echocardiography, the gold-standard diagnostic method, is costl…