SCNN: Scalogram-based convolutional neural network to detect obstructive sleep apnea using single-lead electrocardiogram signals

Scalogram based prediction model for respiratory disorders using optimized convolutional neural networks

(2020) S. Jayalakshmy et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Automated sleep apnea detection from cardio-pulmonary signal using bivariate fast and adaptive EMD coupled with cross time–frequency analysis

(2020) R.K. Tripathy et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Detection of apnea events from ECG segments using Fourier decomposition method

(2020) Binish Fatimah et al.   Biomedical Signal Processing and Control

Performance evaluation of the spectral autocorrelation function and autoregressive models for automated sleep apnea detection using single-lead ECG signal

(2020) Asghar Zarei et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

New insights and best practices for the successful use of Empirical Mode Decomposition, Iterative Filtering and derived algorithms

(2020) Angela Stallone et al.   Scientific Reports

Obstructive sleep apnea detection using discrete wavelet transform-based statistical features

(2020) Kandala.N.V.P.S. Rajesh et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Interpretable convolutional neural networks via feedforward design

(2019) C.-C. Jay Kuo et al.   JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION

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

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

Estimation of the apnea-hypopnea index in a heterogeneous sleep-disordered population using optimised cardiovascular features

(2019) Gabriele B. Papini et al.   Scientific Reports

Deep learning for healthcare applications based on physiological signals: A review

(2018) Oliver Faust et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

A method to detect sleep apnea based on deep neural network and hidden Markov model using single-lead ECG signal

(2018) Kunyang Li et al.   NEUROCOMPUTING

Application of TQWT based filter-bank for sleep apnea screening using ECG signals

(2018) Anurag Nishad et al.   Journal of Ambient Intelligence and Humanized Computing

Arrhythmia detection using deep convolutional neural network with long duration ECG signals

(2018) Özal Yıldırım et al.   COMPUTERS IN BIOLOGY AND MEDICINE

OUP accepted manuscript

(2018)   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Sleep Apnea

(2017) Shahrokh Javaheri et al.   JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY

The New AASM Criteria for Scoring Hypopneas: Impact on the Apnea Hypopnea Index

(2017) Warren R. Ruehland et al.   SLEEP

Computer-aided obstructive sleep apnea screening from single-lead electrocardiogram using statistical and spectral features and bootstrap aggregating

(2016) Ahnaf Rashik Hassan et al.   Biocybernetics and Biomedical Engineering

Probabilistic cardiac and respiratory based classification of sleep and apneic events in subjects with sleep apnea

(2015) T Willemen et al.   PHYSIOLOGICAL MEASUREMENT

An Online Sleep Apnea Detection Method Based on Recurrence Quantification Analysis

(2014) Hoa Dinh Nguyen et al.   IEEE Journal of Biomedical and Health Informatics

Real-Time Sleep Apnea Detection by Classifier Combination

(2012) B. Xie et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE

Apnea MedAssist: Real-time Sleep Apnea Monitor Using Single-Lead ECG

(2010) Majdi Bsoul et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE