Sleep apnea detection from a single-lead ECG signal with automatic feature-extraction through a modified LeNet-5 convolutional neural network

A New Convolutional Neural Network-Based Data-Driven Fault Diagnosis Method

(2018) Long Wen et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

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

Electroencephalography Based Fusion Two-Dimensional (2D)-Convolution Neural Networks (CNN) Model for Emotion Recognition System

(2018) Yea-Hoon Kwon et al.   SENSORS

Synthetic Aperture Radar Target Recognition with Feature Fusion Based on a Stacked Autoencoder

(2017) Miao Kang et al.   SENSORS

An algorithm for sleep apnea detection from single-lead ECG using Hermite basis functions

(2016) Hemant Sharma et al.   COMPUTERS IN BIOLOGY AND MEDICINE

An Obstructive Sleep Apnea Detection Approach Using a Discriminative Hidden Markov Model From ECG Signals

(2016) Changyue Song et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Real-Time Patient-Specific ECG Classification by 1-D Convolutional Neural Networks

(2016) Serkan Kiranyaz et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

HCP: A Flexible CNN Framework for Multi-Label Image Classification

(2016) Yunchao Wei et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

An Automatic Screening Approach for Obstructive Sleep Apnea Diagnosis Based on Single-Lead Electrocardiogram

(2015) Lili Chen et al.   IEEE Transactions on Automation Science and Engineering

A Novel Algorithm for the Automatic Detection of Sleep Apnea From Single-Lead ECG

(2015) Carolina Varon et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Increased Prevalence of Sleep-Disordered Breathing in Adults

(2013) P. E. Peppard et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Real-Time Sleep Apnea Detection by Classifier Combination

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

Probabilistic neural network approach for the detection of SAHS from overnight pulse oximetry

(2012) Daniel Sánchez Morillo et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Snoring sounds variability as a signature of obstructive sleep apnea

(2012) Ali Azarbarzin et al.   MEDICAL ENGINEERING & PHYSICS

Diagnosis and Management of Childhood Obstructive Sleep Apnea Syndrome

(2012) C. L. Marcus et al.   PEDIATRICS

Multivariate Analysis of Blood Oxygen Saturation Recordings in Obstructive Sleep Apnea Diagnosis

(2010) Daniel Álvarez et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Support Vector Machines for Automated Recognition of Obstructive Sleep Apnea Syndrome From ECG Recordings

(2008) A.H. Khandoker et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE