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    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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          Quantitative detection of sleep apnea with wearable watch device
                                      
                                            Hayano, Junichiro,                              Yamamoto, Hiroaki,                              Nonaka, Izumi,                              Komazawa, Makoto,                              Itao, Kenichi,                              Ueda, Norihiro,                              Tanaka, Haruhito,                              Yuda, Emi                              
Published in PloS one (09.11.2020)
                   
      
      
                                                  Published in PloS one (09.11.2020)
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          Discovering metric temporal constraint networks on temporal databases
                                      
                                            ALVAREZ, Miguel R,                              FELIX, Paulo,                              CARINENA, Purificación                              
Published in Artificial intelligence in medicine (01.07.2013)
                   
      
      
                                                  Published in Artificial intelligence in medicine (01.07.2013)
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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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          Artificial intelligence augmented home sleep apnea testing device study (AISAP study)
                                      
                                            Sharma, Sunil,                              Olgers, Kassandra,                              Knollinger, Scott,                              Somisetty, Saivenkat,                              Seol, Calvin,                              Yanamala, Naveena                              
Published in PloS one (17.05.2024)
                   
      
      
                                                  Published in PloS one (17.05.2024)
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          Wavelet analysis of oximetry recordings to assist in the automated detection of moderate-to-severe pediatric sleep apnea-hypopnea syndrome
                                      
                                            Vaquerizo-Villar, Fernando,                              Álvarez, Daniel,                              Kheirandish-Gozal, Leila,                              Gutiérrez-Tobal, Gonzalo C.,                              Barroso-García, Verónica,                              Crespo, Andrea,                              del Campo, Félix,                              Gozal, David,                              Hornero, Roberto                              
Published in PloS one (07.12.2018)
                   
      
      
                                                  Published in PloS one (07.12.2018)
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          Assessing the severity of sleep apnea syndrome based on ballistocardiogram
                                      
                                            Wang, Zhu,                              Zhou, Xingshe,                              Zhao, Weichao,                              Liu, Fan,                              Ni, Hongbo,                              Yu, Zhiwen                              
Published in PloS one (26.04.2017)
                   
      
      
                                                  Published in PloS one (26.04.2017)
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          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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          Assessment of automated analysis of portable oximetry as a screening test for moderate-to-severe sleep apnea in patients with chronic obstructive pulmonary disease
                                      
                                            Andrés-Blanco, Ana M.,                              Álvarez, Daniel,                              Crespo, Andrea,                              Arroyo, C. Ainhoa,                              Cerezo-Hernández, Ana,                              Gutiérrez-Tobal, Gonzalo C.,                              Hornero, Roberto,                              del Campo, Félix                              
Published in PloS one (27.11.2017)
                   
      
      
                                                  Published in PloS one (27.11.2017)
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          Improving the understanding of sleep apnea characterization using Recurrence Quantification Analysis by defining overall acceptable values for the dimensionality of the system, the delay, and the distance threshold
                                      
                                            Martín-González, Sofía,                              Navarro-Mesa, Juan L.,                              Juliá-Serdá, Gabriel,                              Ramírez-Ávila, G. Marcelo,                              Ravelo-García, Antonio G.                              
Published in PloS one (05.04.2018)
                   
      
      
                                                  Published in PloS one (05.04.2018)
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          Evaluation of a Decision Support System for Obstructive Sleep Apnea with Nonlinear Analysis of Respiratory Signals
                                      
                                            Kaimakamis, Evangelos,                              Tsara, Venetia,                              Bratsas, Charalambos,                              Sichletidis, Lazaros,                              Karvounis, Charalambos,                              Maglaveras, Nikolaos                              
Published in PloS one (03.03.2016)
                   
      
      
                                                  Published in PloS one (03.03.2016)
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          Utility of a smartphone based system (cvrphone) to accurately determine apneic events from electrocardiographic signals
                                      
                                            Sohn, Kwanghyun,                              Merchant, Faisal M.,                              Abohashem, Shady,                              Kulkarni, Kanchan,                              Singh, Jagmeet P.,                              Heist, E. Kevin,                              Owen, Chris,                              Roberts, Jesse D.,                              Isselbacher, Eric M.,                              Sana, Furrukh,                              Armoundas, Antonis A.                              
Published in PloS one (17.06.2019)
                   
      
      
                                                  Published in PloS one (17.06.2019)
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