Classification of Sleep Apnea Severity by Electrocardiogram Monitoring Using a Novel Wearable Device.

Baty, Florent; Boesch, Maximilian; Widmer, Sandra; Annaheim, Simon; Fontana, Piero; Camenzind, Martin; Rossi, René M; Schoch, Otto D; Brutsche, Martin H

Baty, Florent; Boesch, Maximilian; Widmer, Sandra; Annaheim, Simon; Fontana, Piero; Camenzind, Martin; Rossi, René M; Schoch, Otto D; Brutsche, Martin H.

Affiliation

Baty F; Cantonal Hospital St. Gallen, Lung Center, Rorschacherstrasse 95, 9007 St. Gallen, Switzerland.
Boesch M; Cantonal Hospital St. Gallen, Lung Center, Rorschacherstrasse 95, 9007 St. Gallen, Switzerland.
Widmer S; Cantonal Hospital St. Gallen, Lung Center, Rorschacherstrasse 95, 9007 St. Gallen, Switzerland.
Annaheim S; Empa, Laboratory for Biomimetic Membranes and Textiles, Lerchenfeldstrasse 5, 9014 St. Gallen, Switzerland.
Fontana P; Empa, Laboratory for Biomimetic Membranes and Textiles, Lerchenfeldstrasse 5, 9014 St. Gallen, Switzerland.
Camenzind M; Empa, Laboratory for Biomimetic Membranes and Textiles, Lerchenfeldstrasse 5, 9014 St. Gallen, Switzerland.
Rossi RM; Empa, Laboratory for Biomimetic Membranes and Textiles, Lerchenfeldstrasse 5, 9014 St. Gallen, Switzerland.
Schoch OD; Cantonal Hospital St. Gallen, Lung Center, Rorschacherstrasse 95, 9007 St. Gallen, Switzerland.
Brutsche MH; Cantonal Hospital St. Gallen, Lung Center, Rorschacherstrasse 95, 9007 St. Gallen, Switzerland.

Sensors (Basel) ; 20(1)2020 Jan 04.

Article in En | MEDLINE | ID: mdl-31947905

Subject(s)

Biosensing Techniques; Electrocardiography; Monitoring, Physiologic/methods; Sleep Apnea Syndromes/physiopathology; Adult; Algorithms; Female; Heart Rate/physiology; Humans; Male; Middle Aged; Polysomnography/methods; Severity of Illness Index; Sleep Apnea Syndromes/classification; Sleep Apnea Syndromes/diagnosis; Support Vector Machine; Wearable Electronic Devices

Key words

ECG signal; classification algorithms; heart rate variability analysis; sleep apnea; support vector machine; wearable acquisition device

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Full text: 1 Database: MEDLINE Main subject: Sleep Apnea Syndromes / Biosensing Techniques / Electrocardiography / Monitoring, Physiologic Type of study: Diagnostic_studies Limits: Adult / Female / Humans / Male / Middle aged Language: En Journal: Sensors (Basel) Year: 2020 Type: Article Affiliation country: Switzerland

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