Pseudo anomalies enhanced deep support vector data description for electrocardiogram quality assessment. - Xunhua Huang; Fengbin Zhang; Haoyi Fan; Huihui Chang; Bing Zhou 003; Zuoyong Li (Comput. Biol. Medicine, 2024)

Rethinking Contrastive Learning for Electrocardiogram Anomaly Detection: A Time-Frequency Augmentations Perspective. - Huihui Chang; Haoyi Fan; Han Han; Mingzhe Han; Bing Zhou 003; Zongmin Wang (PAKDD (1), 2025)

Multimodal Time-Frequency Pseudo Anomalies for Atrial Fibrillation Anomaly Detection. - Haoyi Fan; Han Han; Huihui Chang; Zongmin Wang (IEEE J. Biomed. Health Informatics, 2025)