Development of a support vector machine learning and smart phone Internet of Things-based architecture for real-time sleep apnea diagnosis.

Ma, Bin; Wu, Zhaolong; Li, Shengyu; Benton, Ryan; Li, Dongqi; Huang, Yulong; Kasukurthi, Mohan Vamsi; Lin, Jingwei; Borchert, Glen M; Tan, Shaobo; Li, Gang; Yang, Meihong; Huang, Jingshan

Ma, Bin; Wu, Zhaolong; Li, Shengyu; Benton, Ryan; Li, Dongqi; Huang, Yulong; Kasukurthi, Mohan Vamsi; Lin, Jingwei; Borchert, Glen M; Tan, Shaobo; Li, Gang; Yang, Meihong; Huang, Jingshan.

Afiliación

Ma B; Shandong Provincial Key Laboratory of Computer Networks, Qilu University of Technology (Shandong Academy of Science), Jinan, China.
Wu Z; Shandong Provincial Key Laboratory of Computer Networks, Qilu University of Technology (Shandong Academy of Science), Jinan, China.
Li S; School of Computing, University of South Alabama, Mobile, AL, 36688, USA.
Benton R; School of Computing, University of South Alabama, Mobile, AL, 36688, USA.
Li D; School of Computing, University of South Alabama, Mobile, AL, 36688, USA.
Huang Y; College of Allied Health Professions, University of South Alabama, Mobile, AL, 36608, USA.
Kasukurthi MV; School of Computing, University of South Alabama, Mobile, AL, 36688, USA.
Lin J; Ocean School, Fuzhou University, Fuzhou, China.
Borchert GM; College of Medicine, University of South Alabama, Mobile, AL, 36688, USA.
Tan S; School of Computing, University of South Alabama, Mobile, AL, 36688, USA.
Li G; Shandong Provincial Key Laboratory of Computer Networks, Qilu University of Technology (Shandong Academy of Science), Jinan, China.
Yang M; Shandong Provincial Key Laboratory of Computer Networks, Qilu University of Technology (Shandong Academy of Science), Jinan, China. yangmh@sdas.org.
Huang J; School of Computing, University of South Alabama, Mobile, AL, 36688, USA. huang@southalabama.edu.

BMC Med Inform Decis Mak ; 20(Suppl 14): 298, 2020 12 15.

Article en En | MEDLINE | ID: mdl-33323112

Asunto(s)

Internet de las Cosas; Síndromes de la Apnea del Sueño; Humanos; Proyectos Piloto; Teléfono Inteligente; Máquina de Vectores de Soporte

Palabras clave

Obstructive sleep apnea syndrome; Sleep apnea; SpO2; Support vector machine

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Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Asunto principal: Síndromes de la Apnea del Sueño / Internet de las Cosas Tipo de estudio: Diagnostic_studies Límite: Humans Idioma: En Revista: BMC Med Inform Decis Mak Asunto de la revista: INFORMATICA MEDICA Año: 2020 Tipo del documento: Article País de afiliación: China

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