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A Novel Multi-Class EEG-Based Sleep Stage Classification System
Memar, Pejman, Faradji, Farhad
Published in IEEE transactions on neural systems and rehabilitation engineering (01.01.2018)
Published in IEEE transactions on neural systems and rehabilitation engineering (01.01.2018)
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Journal Article
New Rule-Based Algorithm for Real-Time Detecting Sleep Apnea and Hypopnea Events Using a Nasal Pressure Signal
Lee, Hyoki, Park, Jonguk, Kim, Hojoong, Lee, Kyoung-Joung
Published in Journal of medical systems (01.12.2016)
Published in Journal of medical systems (01.12.2016)
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Journal Article
Detection of sleep apnea using Machine learning algorithms based on ECG Signals: A comprehensive systematic review
Salari, Nader, Hosseinian-Far, Amin, Mohammadi, Masoud, Ghasemi, Hooman, Khazaie, Habibolah, Daneshkhah, Alireza, Ahmadi, Arash
Published in Expert systems with applications (01.01.2022)
Published in Expert systems with applications (01.01.2022)
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Journal Article
Sleep staging algorithm based on smartwatch sensors for healthy and sleep apnea populations
Silva, Fernanda B., Uribe, Luisa F.S., Cepeda, Felipe X., Alquati, Vitor F.S., Guimarães, João P.S., Silva, Yuri G.A., Santos, Orlem L. dos, de Oliveira, Alberto A., de Aguiar, Gabriel H.M., Andersen, Monica L., Tufik, Sergio, Lee, Wonkyu, Li, Lin Tzy, Penatti, Otávio A.
Published in Sleep medicine (01.07.2024)
Published in Sleep medicine (01.07.2024)
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Journal Article
Detection of obstructive sleep apnea using Belun Sleep Platform wearable with neural network-based algorithm and its combined use with STOP-Bang questionnaire
Yeh, Eric, Wong, Eileen, Tsai, Chih-Wei, Gu, Wenbo, Chen, Pai-Lien, Leung, Lydia, Wu, I-Chen, Strohl, Kingman P., Folz, Rodney J., Yar, Wail, Chiang, Ambrose A.
Published in PloS one (11.10.2021)
Published in PloS one (11.10.2021)
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Journal Article
Hybridization of soft-computing algorithms with neural network for prediction obstructive sleep apnea using biomedical sensor measurements
Chyad, Mustafa Habeeb, Gharghan, Sadik Kamel, Hamood, Haider Qasim, Altayyar, Ahmed Saleh Hameed, Zubaidi, Salah L., Ridha, Hussein Mohammed
Published in Neural computing & applications (01.06.2022)
Published in Neural computing & applications (01.06.2022)
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Journal Article
Enhanced machine learning approaches for OSA patient screening: model development and validation study
Dai, Rongrong, Yang, Kang, Zhuang, Jiajing, Yao, Ling, Hu, Yiming, Chen, Qingquan, Zheng, Huaxian, Zhu, Xi, Ke, Jianfeng, Zeng, Yifu, Fan, Chunmei, Chen, Xiaoyang, Fan, Jimin, Zhang, Yixiang
Published in Scientific reports (26.08.2024)
Published in Scientific reports (26.08.2024)
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Journal Article
Particle swarm optimization for feature selection with application in obstructive sleep apnea diagnosis
Chen, Li-Fei, Su, Chao-Ton, Chen, Kun-Huang, Wang, Pa-Chun
Published in Neural computing & applications (01.11.2012)
Published in Neural computing & applications (01.11.2012)
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Journal Article
Vision-Based Heart and Respiratory Rate Monitoring During Sleep - A Validation Study for the Population at Risk of Sleep Apnea
Zhu, Kaiyin, Li, Michael, Akbarian, Sina, Hafezi, Maziar, Yadollahi, Azadeh, Taati, Babak
Published in IEEE journal of translational engineering in health and medicine (01.01.2019)
Published in IEEE journal of translational engineering in health and medicine (01.01.2019)
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Journal Article
Validation of a new snoring detection device based on a hysteresis extraction algorithm
Hara, Hirotaka, Tsutsumi, Masakazu, Tarumoto, Syunsuke, Shiga, Toshikazu, Yamashita, Hiroshi
Published in Auris Nasus Larynx (01.10.2017)
Published in Auris Nasus Larynx (01.10.2017)
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Journal Article
Diagnosis of obstructive sleep apnea in children based on the XGBoost algorithm using nocturnal heart rate and blood oxygen feature
Ye, Pengfei, Qin, Han, Zhan, Xiaojun, Wang, Zhan, Liu, Chang, Song, Beibei, Kong, Yaru, Jia, Xinbei, Qi, Yuwei, Ji, Jie, Chang, Li, Ni, Xin, Tai, Jun
Published in American journal of otolaryngology (01.03.2023)
Published in American journal of otolaryngology (01.03.2023)
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Journal Article
An automated and reliable method for breath detection during variable mask pressures in awake and sleeping humans
Nguyen, Chinh D., Amatoury, Jason, Carberry, Jayne C., Eckert, Danny J.
Published in PloS one (13.06.2017)
Published in PloS one (13.06.2017)
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Journal Article