Smart sleep monitoring: sparse sensor-based spatiotemporal CNN for sleep posture detection

• المؤلفون الرئيسيون: Hu, Dikun, Gao, Weidong, Ang, Kai Keng, Hu, Mengjiao, Chuai, Gang, Huang, Rong
• مؤلفون آخرون: College of Computing and Data Science
• التنسيق: مقال
• اللغة: English
• منشور في: 2024
• الموضوعات: Computer and Information Science; Sparse sensor-based; Sleep posture detection
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/181549
• المؤسسة: Nanyang Technological University

Sleep quality is heavily influenced by sleep posture, with research indicating that a supine posture can worsen obstructive sleep apnea (OSA) while lateral postures promote better sleep. For patients confined to beds, regular changes in posture are crucial to prevent the development of ulcers and be...