Convolutional and recurrent neural networks for the detection of valvular heart diseases in phonocardiogram recordings

Automated detection of heart valve diseases using chirplet transform and multiclass composite classifier with PCG signals

(2020) Samit Kumar Ghosh et al.   COMPUTERS IN BIOLOGY AND MEDICINE

An Automatic Diagnosis of Arrhythmias Using a Combination of CNN and LSTM Technology

(2020) Zhenyu Zheng et al.   Electronics

Classification of Heart Sounds Using Convolutional Neural Network

(2020) Fan Li et al.   Applied Sciences-Basel

Applying an ensemble convolutional neural network with Savitzky–Golay filter to construct a phonocardiogram prediction model

(2019) Jimmy Ming-Tai Wu et al.   APPLIED SOFT COMPUTING

Heart sounds classification using a novel 1-D convolutional neural network with extremely low parameter consumption

(2019) Bin Xiao et al.   NEUROCOMPUTING

A Brief Review of Cardiovascular Diseases, Associated Risk Factors and Current Treatment Regimes

(2019) Gagan D. Flora et al.   CURRENT PHARMACEUTICAL DESIGN

Heartbeat Sound Signal Classification Using Deep Learning

(2019) Ali Raza et al.   SENSORS

Heart Disease and Stroke Statistics—2018 Update: A Report From the American Heart Association

(2018) Emelia J. Benjamin et al.   CIRCULATION

Murmur clinic: validation of a new model for detecting heart valve disease

(2018) Jane Draper et al.   HEART

Classification of Heart Sound Signal Using Multiple Features

(2018) Yaseen et al.   Applied Sciences-Basel

An open access database for the evaluation of heart sound algorithms

(2016) Chengyu Liu et al.   PHYSIOLOGICAL MEASUREMENT

Pathophysiology of valvular heart disease

(2016) YI ZENG et al.   Experimental and Therapeutic Medicine

Mapping the Risk of Snakebite in Sri Lanka - A National Survey with Geospatial Analysis

(2016) Dileepa Senajith Ediriweera et al.   PLoS Neglected Tropical Diseases

How herbivores coopt plant defenses: natural selection, specialization, and sequestration

(2016) Georg Petschenka et al.   Current Opinion in Insect Science

A novel hybrid energy fraction and entropy-based approach for systolic heart murmurs identification

(2015) Yineng Zheng et al.   EXPERT SYSTEMS WITH APPLICATIONS

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Point-of-care cardiac ultrasound in acute medicine - the quick scan

(2014) S. S. Hothi et al.   CLINICAL MEDICINE

Valvular Heart Disease: Classic Teaching and Emerging Paradigms

(2013) D. Marshall Brinkley et al.   AMERICAN JOURNAL OF MEDICINE

The Framingham Heart Study and the epidemiology of cardiovascular disease: a historical perspective

(2013) Syed S Mahmood et al.   LANCET

Triggers for Surgical Referral in Degenerative Mitral Valve Regurgitation

(2012) Shinobu Itagaki et al.   CIRCULATION JOURNAL

Calcific Aortic Valve Disease: Not Simply a Degenerative Process

(2011) Nalini M. Rajamannan et al.   CIRCULATION

Valvular heart disease: the next cardiac epidemic

(2010) J. L. d'Arcy et al.   HEART

Cardiac sound murmurs classification with autoregressive spectral analysis and multi-support vector machine technique

(2009) Samjin Choi et al.   COMPUTERS IN BIOLOGY AND MEDICINE