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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
          
              
          An Intelligent Classification Diagnosis Based on Blood Oxygen Saturation Signals for Medical Data Security Including COVID-19 in Industry 5.0
                                      
                                            Zhang, Mingdong,                              Dong, Chaoyu,                              Zhang, Dongming,                              Tseng, Ming-Lang,                              Wei, Jianguo                              
Published in IEEE transactions on industrial informatics (01.03.2023)
                   
      
      
                                                  Published in IEEE transactions on industrial informatics (01.03.2023)
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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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          A novel partially connected cooperative parallel PSO-SVM algorithm: Study based on sleep apnea detection
                                      
                                            Maali, Y.,                              Al-Jumaily, Adel                              
Published in 2012 IEEE Congress on Evolutionary Computation (01.06.2012)
                   
      
      
                                                  Published in 2012 IEEE Congress on Evolutionary Computation (01.06.2012)
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              Conference Proceeding
          
              
          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
          
              
          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
          
              
          ApSense: Data-Driven Algorithm in PPG-Based Sleep Apnea Sensing
                                      
                                            Choksatchawathi, Tanut,                              Sawadwuthikul, Guntitat,                              Thuwajit, Punnawish,                              Kaewlee, Thitikorn,                              Mateepithaktham, Thee,                              Saisaard, Siraphop,                              Sudhawiyangkul, Thapanun,                              Chaitusaney, Busarakum,                              Saengmolee, Wanumaidah,                              Wilaiprasitporn, Theerawit                              
Published in IEEE internet of things journal (15.10.2024)
                   
      
      
                                                  Published in IEEE internet of things journal (15.10.2024)
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              Journal Article
          
              
          Machine Learning-Based Automatic Detection of Central Sleep Apnea Events From a Pressure Sensitive Mat
                                      
                                            Azimi, Hilda,                              Xi, Pengcheng,                              Bouchard, Martin,                              Goubran, Rafik,                              Knoefel, Frank                              
Published in IEEE access (01.01.2020)
                   
      
      
                                                  Published in IEEE access (01.01.2020)
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              Journal Article
          
              
          A Systematic Review of Detecting Sleep Apnea Using Deep Learning
                                      
                                            Mostafa, Sheikh Shanawaz,                              Mendonça, Fábio,                              G. Ravelo-García, Antonio,                              Morgado-Dias, Fernando                              
Published in Sensors (Basel, Switzerland) (12.11.2019)
                   
      
      
                                                  Published in Sensors (Basel, Switzerland) (12.11.2019)
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              Journal Article