Forecasting of breathing events during nocturnal sleep using encoder-decoder recurrent neural network based on a sensors data of consumer smartwatches

Author:

Fedorin I.1,Smielova A.1,Nastenko M.1,Krasnoshchok I.1

Affiliation:

1. Samsung R&D Institute Ukraine,Kyiv,Ukraine,01032

Publisher

IEEE

Reference21 articles.

1. Guidelines for diagnosis and treatment of sleep-related breathing disorders in adults and children. Definition and classification of sleep related breathing disorders in adults: different types and indications for sleep studies (Part 1);Tsara;Hippokratia,2009

2. AI vs Humans for the diagnosis of sleep apnea

3. Personalised medicine in sleep respiratory disorders: focus on obstructive sleep apnoea diagnosis and treatment

4. Obstructive sleep apnea: personalizing CPAP alternative therapies to individual physiology

5. Effect of Nasal Continuous Positive Airway Pressure Treatment on Blood Pressure in Patients With Obstructive Sleep Apnea

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