Mo.1.3.5
HR-AROUSALNET: A FULLY CONVOLUTIONAL NETWORK FOR HIGH TEMPORAL RESOLUTION AROUSAL DETECTION IN FULL-NIGHT MULTICHANNEL POLYSOMNOGRAPHY
Yunfeng Zhu, Zhiya Wang, Jie Yang, Jia Liu, the School of Biomedical Engineering, University of Sydney; Peter Cistulli, Charles Perkins Centre, University of Sydney; Wei Chen, the School of Biomedical Engineering, University of Sydney
Session:
Mo.1.3: Sleep Data Processing Oral
Track:
Biomedical Signal Processing
Location:
Room 801A
Presentation Time:
Monday, 27 July, 12:45 - 13:00
Session Co-Chairs:
Philip de Chazal and Wei Chen
Presentation
Discussion
Resources
No resources available.
Session Mo.1.3
Mo.1.3.1: SeqSleepFormer: An Encoder-Decoder Transformer for Context-Aware Automatic Sleep Staging
Tianyou Yu, Yixi Zhou, South China University of Technology; Fei Wang, South China Normal University; Zhenghui Gu, Jun Xiao, South China University of Technology
Mo.1.3.2: LOW-RESOURCE TRANSFER LEARNING FOR OVERNIGHT SLEEP SPINDLE DETECTION UNDER COHORT SHIFT
Tian Yang, Zhiya Wang, Nathan Cross, Yunfeng Zhu, Jia Liu, Jie Yang, Aaron Lam, Sharon Naismith, Wei Chen, University of Sydney
Mo.1.3.3: ConvMixer-Guided Multi-Radar Fusion for Comprehensive Sleep Monitoring: Posture, Occupancy, and Blanket Occlusion Robustness
Liwen Zha, Minxin Chen, Ka-Hei Lai, Yiu-Chau Tam, Wai-Chi Wong, Chung-Wai Cheung, The Hong Kong Polytechnic University
Mo.1.3.4: A Multimodal Deep Learning Approach for Sleep Stage Detection Using PPG and PSG
Md Nahid Hasan, Khem Poudel, Middle Tennessee State University
Mo.1.3.5: HR-AROUSALNET: A FULLY CONVOLUTIONAL NETWORK FOR HIGH TEMPORAL RESOLUTION AROUSAL DETECTION IN FULL-NIGHT MULTICHANNEL POLYSOMNOGRAPHY
Yunfeng Zhu, Zhiya Wang, Jie Yang, Jia Liu, the School of Biomedical Engineering, University of Sydney; Peter Cistulli, Charles Perkins Centre, University of Sydney; Wei Chen, the School of Biomedical Engineering, University of Sydney
Mo.1.3.6: Global Interpretable Sleep Staging through Spectro-spatial Attention Network
Sunday Timothy Aboyeji, School of Medicine, The Chinese University of Hong Kong, Shenzhen; Xin Wang, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences; Xiang Li, Ke Zhang, Chuqi Yang, Wenyu Hou, School of Medicine, The Chinese University of Hong Kong, Shenzhen; Oluwarotimi Williams Samuel, University of Derby; Frank Kulwa, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences; Mingxing Zhu, Shenzhen University of Information Technology; Xianhai Zeng, Shenzhen Longgang Otolaryngology Hospital; Shixiong Chen, The Chinese University of Hong Kong, Shenzhen
Resources
No resources available.