An edge-device-compatible algorithm for valvular heart diseases screening using phonocardiogram signals with a lightweight convolutional neural network and self-supervised learning

Automatic pediatric congenital heart disease classification based on heart sound signal

(2022) Weize Xu et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Graph convolutional network‐based deep feature learning for cardiovascular disease recognition from heart sound signals

(2022) Khosro Rezaee et al.   INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS

Swarm Learning for decentralized and confidential clinical machine learning

(2021) Stefanie Warnat-Herresthal et al.   NATURE

Smartphone-Based Screening for Cardiovascular Diseases: A Trend?

(2021) Thiago Mazzu-Nascimento et al.   International Journal of Cardiovascular Sciences

Diagnosis of heart diseases by a secure Internet of Health Things system based on Autoencoder Deep Neural Network

(2020) Omer Deperlioglu et al.   COMPUTER COMMUNICATIONS

Automatic diagnosis of multiple cardiac diseases from PCG signals using convolutional neural network

(2020) Neeraj Baghel et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Phonocardiogram signals processing approach for PASCAL Classifying Heart Sounds Challenge

(2018) Fatima Chakir et al.   Signal Image and Video Processing

Phonocardiographic Sensing using Deep Learning for Abnormal Heartbeat Detection

(2018) Siddique Latif et al.   IEEE SENSORS JOURNAL

A brief review on multi-task learning

(2018) Kim-Han Thung et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Classification of Heart Sound Signal Using Multiple Features

(2018) Yaseen et al.   Applied Sciences-Basel

Characterization of $S_1$ and $S_2$ Heart Sounds Using Stacked Autoencoder and Convolutional Neural Network

(2018) Madhusudhan Mishra et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Heart sound classification based on scaled spectrogram and tensor decomposition

(2017) Wenjie Zhang et al.   EXPERT SYSTEMS WITH APPLICATIONS

An open access database for the evaluation of heart sound algorithms

(2016) Chengyu Liu et al.   PHYSIOLOGICAL MEASUREMENT

Separation of Heart Sound Signal from Noise in Joint Cycle Frequency–Time–Frequency Domains Based on Fuzzy Detection

(2010) Hong Tang et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Segmentation of heart sound recordings by a duration-dependent hidden Markov model

(2010) S E Schmidt et al.   PHYSIOLOGICAL MEASUREMENT