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

Feature-Based Fusion Using CNN for Lung and Heart Sound Classification

(2022) Zeenat Tariq et al.   SENSORS

Fine-Tuned DenseNet-169 for Breast Cancer Metastasis Prediction Using FastAI and 1-Cycle Policy

(2022) Adarsh Vulli et al.   SENSORS

A fully connected deep learning approach to upper limb gesture recognition in a secure FES rehabilitation environment

(2021) Qi Liu et al.   INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS

Heart sounds classification using convolutional neural network with 1D-local binary pattern and 1D-local ternary pattern features

(2021) Er Mehmet Bilal   APPLIED ACOUSTICS

Deep-Learning-Empowered Breast Cancer Auxiliary Diagnosis for 5GB Remote E-Health

(2021) Keping Yu et al.   IEEE WIRELESS COMMUNICATIONS

Three‐dimensional feature maps and convolutional neural network‐based emotion recognition

(2021) Xiangwei Zheng et al.   INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS

Robot target recognition using deep federated learning

(2021) Bin Xue et al.   INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS

Deep learning based classification of unsegmented phonocardiogram spectrograms leveraging transfer learning

(2021) Kaleem Nawaz Khan et al.   PHYSIOLOGICAL MEASUREMENT

Deep learning-based computer-aided heart sound analysis in children with left-to-right shunt congenital heart disease

(2021) Jia Liu et al.   INTERNATIONAL JOURNAL OF CARDIOLOGY

Graph Neural Network-Driven Traffic Forecasting for the Connected Internet of Vehicles

(2021) Qin Zhang et al.   IEEE Transactions on Network Science and Engineering

An Intelligent Trust Cloud Management Method for Secure Clustering in 5G Enabled Internet of Medical Things

(2021) Liu Yang et al.   IEEE Transactions on Industrial Informatics

A new approach for the detection of abnormal heart sound signals using TQWT, VMD and neural networks

(2020) Wei Zeng et al.   ARTIFICIAL INTELLIGENCE REVIEW

ECG signal classification with binarized convolutional neural network

(2020) Qing Wu et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Autonomous Learning Multiple-Model zero-order classifier for heart sound classification

(2020) Eduardo Soares et al.   APPLIED SOFT COMPUTING

Heart sound classification based on improved MFCC features and convolutional recurrent neural networks

(2020) Muqing Deng et al.   NEURAL NETWORKS

Engineered biomaterials for heart disease

(2020) Lyndsay Stapleton et al.   CURRENT OPINION IN BIOTECHNOLOGY

Heart sound classification with signal instant energy and stacked autoencoder network

(2020) Omer Deperlioglu   Biomedical Signal Processing and Control

Temporal-Framing Adaptive Network for Heart Sound Segmentation Without Prior Knowledge of State Duration

(2020) Xingyao Wang et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

A Robust Interpretable Deep Learning Classifier for Heart Anomaly Detection Without Segmentation

(2020) Theekshana Dissanayake et al.   IEEE Journal of Biomedical and Health Informatics

Classification of Heart Sounds Based on the Wavelet Fractal and Twin Support Vector Machine

(2019) Jinghui Li et al.   Entropy

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

(2019) Bin Xiao et al.   NEUROCOMPUTING

CLASSIFICATION OF UNSEGMENTED HEART SOUND RECORDING USING KNN CLASSIFIER

(2019) SINAM AJITKUMAR SINGH et al.   Journal of Mechanics in Medicine and Biology

Efficient Weights Quantization of Convolutional Neural Networks Using Kernel Density Estimation based Non-uniform Quantizer

(2019) Sanghyun Seo et al.   Applied Sciences-Basel

Heart sound classification using SNMFNet classifier

(2019) Wei Han et al.   PHYSIOLOGICAL MEASUREMENT

Real-Time Cardiac Beat Detection and Heart Rate Monitoring from Combined Seismocardiography and Gyrocardiography

(2019) D’Mello et al.   SENSORS

Classification of heart sounds using fractional fourier transform based mel-frequency spectral coefficients and traditional classifiers

(2019) Zaid Abduh et al.   Biomedical Signal Processing and Control

A study of time-frequency features for CNN-based automatic heart sound classification for pathology detection

(2018) Baris Bozkurt et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Deep Neural Networks for the Recognition and Classification of Heart Murmurs Using Neuromorphic Auditory Sensors

(2018) Juan P. Dominguez-Morales et al.   IEEE Transactions on Biomedical Circuits and Systems

Heart Sound Segmentation - An Event Detection Approach using Deep Recurrent Neural Networks

(2018) Elmar Messner et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Phonocardiographic Sensing using Deep Learning for Abnormal Heartbeat Detection

(2018) Siddique Latif et al.   IEEE SENSORS JOURNAL

Localization and classification of heartbeats using robust adaptive algorithm

(2018) Shahid Ismail Malik et al.   Biomedical Signal Processing and Control

Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning?

(2016) Nima Tajbakhsh et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

An open access database for the evaluation of heart sound algorithms

(2016) Chengyu Liu et al.   PHYSIOLOGICAL MEASUREMENT

Cross-term-free time–frequency distribution reconstruction via lifted projections

(2015) Zeynel Deprem et al.   IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING