On the analysis of data augmentation methods for spectral imaged based heart sound classification using convolutional neural networks. - George Zhou; Yunchan Chen; Candace Chien (BMC Medical Informatics Decis. Mak., 2022)

Deep learning analysis of blood flow sounds to detect arteriovenous fistula stenosis. - George Zhou; Yunchan Chen; Candace Chien; Leslie Revatta; Jannatul Ferdous; Michelle Chen; Shourov Deb; Sol De Leon Cruz; Alan Wang 003; Benjamin Lee; Mert R. Sabuncu; William Browne; et al. (npj Digit. Medicine, 2023)

Identifying pediatric heart murmurs and distinguishing innocent from pathologic using deep learning. - George Zhou; Candace Chien; Justin Chen; Lucille Luan; Yunchan Chen; Sheila Carroll; Jeffrey Dayton; Maria Thanjan; Ken Bayle; Patrick Flynn (Artif. Intell. Medicine, 2024)

BPD-Neo: An MRI Dataset for Lung-Trachea Segmentation with Clinical Data for Neonatal Bronchopulmonary Dysplasia. - Rachit Saluja; Arzu Kovanlikaya; Candace Chien; Lauren Kathryn Blatt; Jeffrey M. Perlman; Stefan Worgall; Mert R. Sabuncu; Jonathan P. Dyke (CoRR, 2025)