Classification of Obstructive Sleep Apnoea from single-lead ECG signals using convolutional neural and Long Short Term Memory networks

Author:

Almutairi Haifa,Hassan Ghulam Mubashar,Datta Amitava

Publisher

Elsevier BV

Subject

Health Informatics,Signal Processing

Reference71 articles.

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2. James M. Parish, Virend K. Somers, Obstructive sleep apnea and cardiovascular disease, in: Mayo Clinic Proceedings, vol. 79, Elsevier, 2004, pp. 1036–1046.

3. Automated scoring of obstructive sleep apnea and hypopnea events using short-term electrocardiogram recordings;Khandoker;IEEE Transactions on Information Technology in Biomedicine,2009

4. J.R.D. Espiritu, Health consequences of obstructive sleep apnea, Journal of Sleep Disorders and Therapy 8 (307) (2019) 2167–0277.

5. Polysomnography: a systematic review;Bloch;Technology and Health Care,1997

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