Contactless sleep apnea detection in snoring signals using hybrid deep neural networks targeted for embedded hardware platform with real-time applications

Automatic Respiratory Event Scoring in Obstructive Sleep Apnea Using a Long Short-Term Memory Neural Network

(2021) Sami Nikkonen et al.   IEEE Journal of Biomedical and Health Informatics

Automated sleep apnea detection in snoring signal using long short-term memory neural networks

(2021) Siyi Cheng et al.   Biomedical Signal Processing and Control

Gamma Power of Electroencephalogram Arousal Is Modulated by Respiratory Event Type and Severity in Obstructive Sleep Apnea

(2021) Henna Pitkanen et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Detection of sleep apnea from heart beat interval and ECG derived respiration signals using sliding mode singular spectrum analysis

(2020) Himali Singh et al.   DIGITAL SIGNAL PROCESSING

Detection of Snore from OSAHS Patients Based on Deep Learning

(2020) Fanlin Shen et al.   Journal of Healthcare Engineering

Detection and Classification of Sleep Apnea and Hypopnea Using PPG and SpO$_2$ Signals

(2020) Remo Lazazzera et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

A deep learning-based decision support system for diagnosis of osas using ptt signals

(2019) Seda Arslan Tuncer et al.   MEDICAL HYPOTHESES

Estimation of the global prevalence and burden of obstructive sleep apnoea: a literature-based analysis

(2019) Adam V Benjafield et al.   Lancet Respiratory Medicine

Snoring classified: The Munich-Passau Snore Sound Corpus

(2018) Christoph Janott et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Snore Sound Analysis Can Detect the Presence of Obstructive Sleep Apnea Specific to NREM or REM Sleep

(2018) Shahin Akhter et al.   Journal of Clinical Sleep Medicine

Automatic snore sound extraction from sleep sound recordings via auditory image modeling

(2016) Ryo Nonaka et al.   Biomedical Signal Processing and Control