Detection of Congestive Heart Failure Based on LSTM-Based Deep Network via Short-Term RR Intervals

Automated detection of atrial fibrillation using long short-term memory network with RR interval signals

(2018) Oliver Faust et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Deep ECGNet: An Optimal Deep Learning Framework for Monitoring Mental Stress Using Ultra Short-Term ECG Signals

(2018) Bosun Hwang et al.   Telemedicine and e-Health

Deep ECGNet: An Optimal Deep Learning Framework for Monitoring Mental Stress Using Ultra Short-Term ECG Signals

(2018) Bosun Hwang et al.   Telemedicine and e-Health

Use of Accumulated Entropies for Automated Detection of Congestive Heart Failure in Flexible Analytic Wavelet Transform Framework Based on Short-Term HRV Signals

(2017) Mohit Kumar et al.   Entropy

Multiscale Entropy Analysis of the Differential RR Interval Time Series Signal and Its Application in Detecting Congestive Heart Failure

(2017) et al.   Entropy

Automatic Detection of Congestive Heart Failure and Atrial Fibrillation with Short RR Interval Time Series

(2017) Kwon-Ha Yoon et al.   Journal of Electrical Engineering & Technology

2017 ACC/AHA/HFSA Focused Update of the 2013 ACCF/AHA Guideline for the Management of Heart Failure

(2017) Clyde W. Yancy et al.   JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY

Deep Convolutional Neural Networks and Learning ECG Features for Screening Paroxysmal Atrial Fibrillation Patients

(2017) Bahareh Pourbabaee et al.   IEEE Transactions on Systems Man Cybernetics-Systems

A Novel and Effective Method for Congestive Heart Failure Detection and Quantification Using Dynamic Heart Rate Variability Measurement

(2016) Wenhui Chen et al.   PLoS One

Determination of Sample Entropy and Fuzzy Measure Entropy Parameters for Distinguishing Congestive Heart Failure from Normal Sinus Rhythm Subjects

(2015) Lina Zhao et al.   Entropy

Deep learning

(2015) Yann LeCun et al.   NATURE

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Forecasting the Impact of Heart Failure in the United States

(2013) Paul A. Heidenreich et al.   Circulation-Heart Failure

Heart rate variability indices for very short-term (30 beat) analysis. Part 2: validation

(2013) Anne-Louise Smith et al.   JOURNAL OF CLINICAL MONITORING AND COMPUTING

Predictive Value of Beat-to-Beat QT Variability Index Across the Continuum of Left Ventricular Dysfunction

(2012) Larisa G. Tereshchenko et al.   Circulation-Arrhythmia and Electrophysiology

Bispectral analysis and genetic algorithm for congestive heart failure recognition based on heart rate variability

(2012) Sung-Nien Yu et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Analysis of heart rate variability using fuzzy measure entropy

(2012) Chengyu Liu et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Accurate estimation of entropy in very short physiological time series: the problem of atrial fibrillation detection in implanted ventricular devices

(2010) Douglas E. Lake et al.   AMERICAN JOURNAL OF PHYSIOLOGY-HEART AND CIRCULATORY PHYSIOLOGY