Multiple-instance learning for EEG based OSA event detection. - Liu Cheng; Shengqiong Luo; Baozhu Li; Ran Liu; Yuan Zhang 007; Haibo Zhang 001 (Biomed. Signal Process. Control., 2023)

EEG-CLNet: Collaborative Learning for Simultaneous Measurement of Sleep Stages and OSA Events Based on Single EEG Signal. - Liu Cheng; Shengqiong Luo; Xinge Yu; Hemant Ghayvat; Haibo Zhang 001; Yuan Zhang 007 (IEEE Trans. Instrum. Meas., 2023)

MtCLSS: Multi-Task Contrastive Learning for Semi-Supervised Pediatric Sleep Staging. - Yamei Li; Shengqiong Luo; Haibo Zhang 001; Yinkai Zhang; Yuan Zhang 007; Benny Lo (IEEE J. Biomed. Health Informatics, 2023)