Automated Detection of Sleep Apnea-Hypopnea Events Based on 60 GHz Frequency-Modulated Continuous-Wave Radar Using Convolutional Recurrent Neural Networks: A Preliminary Report of a Prospective Cohort Study

Noncontact Respiratory Monitoring Using Depth Sensing Cameras: A Review of Current Literature

(2021) Anthony P. Addison et al.   SENSORS

Loss odyssey in medical image segmentation

(2021) Jun Ma et al.   MEDICAL IMAGE ANALYSIS

Hybrid CNN-LSTM Network for Real-Time Apnea-Hypopnea Event Detection Based on IR-UWB Radar

(2021) Hyun Bin Kwon et al.   IEEE Access

Human Vital Signs Detection Methods and Potential Using Radars: A Review

(2020) Mamady Kebe et al.   SENSORS

Non-contact diagnosis of obstructive sleep apnea using impulse-radio ultra-wideband radar

(2020) Sun Kang et al.   Scientific Reports

Validation of novel automatic ultra-wideband radar for sleep apnea detection

(2020) Yong Zhou et al.   Journal of Thoracic Disease

Validation of noncontact cardiorespiratory monitoring using impulse-radio ultra-wideband radar against nocturnal polysomnography

(2019) Sun Kang et al.   Sleep and Breathing

A Systematic Review of Detecting Sleep Apnea Using Deep Learning

(2019) Mostafa et al.   SENSORS

Real-time apnea-hypopnea event detection during sleep by convolutional neural networks

(2018) Sang Ho Choi et al.   COMPUTERS IN BIOLOGY AND MEDICINE

The Relationship between Obstructive Sleep Apnea and Alzheimer’s Disease

(2018) Andreia G. Andrade et al.   JOURNAL OF ALZHEIMERS DISEASE

A Noncontact Breathing Disorder Recognition System Using 2.4-GHz Digital-IF Doppler Radar

(2018) Heng Zhao et al.   IEEE Journal of Biomedical and Health Informatics

Sleep Disturbances as a Risk Factor for Stroke

(2018) Dae Lim Koo et al.   Journal of Stroke

Unobtrusive Sleep Monitoring Using Cardiac, Breathing and Movements Activities: An Exhaustive Review

(2018) Georges Matar et al.   IEEE Access

Sound Event Localization and Detection of Overlapping Sources Using Convolutional Recurrent Neural Networks

(2018) Sharath Adavanne et al.   IEEE Journal of Selected Topics in Signal Processing

Automated Sleep Apnea Detection in Raw Respiratory Signals Using Long Short-Term Memory Neural Networks

(2018) Tom Van Steenkiste et al.   IEEE Journal of Biomedical and Health Informatics

An End-to-End Trainable Neural Network for Image-Based Sequence Recognition and Its Application to Scene Text Recognition

(2017) Baoguang Shi et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Clinical Practice Guideline for Diagnostic Testing for Adult Obstructive Sleep Apnea: An American Academy of Sleep Medicine Clinical Practice Guideline

(2017) Vishesh K. Kapur et al.   Journal of Clinical Sleep Medicine

A survey on deep learning in medical image analysis

(2017) Geert Litjens et al.   MEDICAL IMAGE ANALYSIS

Noncontact Sleep Study by Multi-Modal Sensor Fusion

(2017) Ku-young Chung et al.   SENSORS

K-band Doppler radar for contact-less overnight sleep marker assessment: a pilot validation study

(2017) Rakesh Vasireddy et al.   JOURNAL OF CLINICAL MONITORING AND COMPUTING

Monitoring of Cardiorespiratory Signal: Principles of Remote Measurements and Review of Methods

(2017) Ali Al-Naji et al.   IEEE Access

Non-contact diagnostic system for sleep apnea–hypopnea syndrome based on amplitude and phase analysis of thoracic and abdominal Doppler radars

(2015) Masayuki Kagawa et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

A review of unsupervised feature learning and deep learning for time-series modeling

(2014) Martin Längkvist et al.   PATTERN RECOGNITION LETTERS

Monitoring and Analysis of Respiratory Patterns Using Microwave Doppler Radar

(2014) Yee Siong Lee et al.   IEEE Journal of Translational Engineering in Health and Medicine-JTEHM

The Impact of Body Posture and Sleep Stages on Sleep Apnea Severity in Adults

(2012) Nathaniel A. Eiseman et al.   Journal of Clinical Sleep Medicine

Rules for Scoring Respiratory Events in Sleep: Update of the 2007 AASM Manual for the Scoring of Sleep and Associated Events

(2012) Richard B. Berry et al.   Journal of Clinical Sleep Medicine

Is a one-night stay in the lab really enough to conclude? First-night effect and night-to-night variability in polysomnographic recordings among different clinical population samples

(2012) Johan Newell et al.   PSYCHIATRY RESEARCH

The reliability and validity of the Korean version of the Epworth sleepiness scale

(2010) Yong Won Cho et al.   Sleep and Breathing

American Heart Association/American College of Cardiology Foundation/Heart Rhythm Society Scientific Statement on Noninvasive Risk Stratification Techniques for Identifying Patients at Risk for Sudden Cardiac Death

(2008) Jeffrey J. Goldberger et al.   CIRCULATION