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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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          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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          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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          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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          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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          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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          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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          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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          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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          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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          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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          BAFNet: Bottleneck Attention Based Fusion Network for Sleep Apnea Detection
                                      
                                            Chen, Xianhui,                              Ma, Wenjun,                              Gao, Weidong,                              Fan, Xiaomao                              
Published in IEEE journal of biomedical and health informatics (01.05.2024)
                   
      
      
                                                  Published in IEEE journal of biomedical and health informatics (01.05.2024)
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