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CHMMConvScaleNet: a hybrid convolutional neural network and continuous hidden Markov model with multi-scale features for sleep posture detection.

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Bibliographic Details
Title: CHMMConvScaleNet: a hybrid convolutional neural network and continuous hidden Markov model with multi-scale features for sleep posture detection.
Authors: Hu D; School of Information and Communication Engineering, Institute for Beijing University of Posts and Telecommunications (BUPT), Beijing, 100876, China., Gao W; School of Information and Communication Engineering, Institute for Beijing University of Posts and Telecommunications (BUPT), Beijing, 100876, China. gaoweidong@bupt.edu.cn., Ang KK; Institute for Infocomm Research, Agency for Science, Technology and Research (A*STAR), Singapore, 138632, Singapore.; College of Computing and Data Science, Nanyang Technological University, Singapore, 639798, Singapore., Hu M; Institute for Infocomm Research, Agency for Science, Technology and Research (A*STAR), Singapore, 138632, Singapore., Huang R; Department of Respiratory and Critical Care Medicine, Peking Union Medical College Hospital, Beijing, 100730, China. huangrong0212@163.com., Chuai G; School of Information and Communication Engineering, Institute for Beijing University of Posts and Telecommunications (BUPT), Beijing, 100876, China., Li X; Vaccination Clinic of Zhaoyuan Mengzhi Sub District Community Health Service Center, Shandong, 265400, China.
Source: Scientific reports [Sci Rep] 2025 Apr 10; Vol. 15 (1), pp. 12206. Date of Electronic Publication: 2025 Apr 10.
Publication Type: Journal Article
Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:2045-2322
DOI:10.1038/s41598-025-93541-0