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

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 Methods for Heart Sounds Classification: A Systematic Review

(2021) Wei Chen et al.   Entropy

Multi-channel lung sound classification with convolutional recurrent neural networks

(2020) Elmar Messner et al.   COMPUTERS IN BIOLOGY AND MEDICINE

The diagnostic accuracy of lung auscultation in adult patients with acute pulmonary pathologies: a meta-analysis

(2020) Luca Arts et al.   Scientific Reports

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

(2020) Muqing Deng et al.   NEURAL NETWORKS

Automatic identification of respiratory diseases from stethoscopic lung sound signals using ensemble classifiers

(2020) Luay Fraiwan et al.   Biocybernetics and Biomedical Engineering

Ensemble of handcrafted and deep features for urban sound classification

(2020) Jederson S. Luz et al.   APPLIED ACOUSTICS

A Lightweight CNN Model for Detecting Respiratory Diseases From Lung Auscultation Sounds Using EMD-CWT-Based Hybrid Scalogram

(2020) Samiul Based Shuvo et al.   IEEE Journal of Biomedical and Health Informatics

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

Classifying Heart Sounds Using Images of Motifs, MFCC and Temporal Features

(2019) Diogo Marcelo Nogueira et al.   JOURNAL OF MEDICAL SYSTEMS

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

(2019) Bin Xiao et al.   NEUROCOMPUTING

National Health Care Spending In 2018: Growth Driven By Accelerations In Medicare And Private Insurance Spending

(2019) Micah Hartman et al.   HEALTH AFFAIRS

Lung sounds classification using convolutional neural networks

(2018) Dalal Bardou et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Automated diagnosis of arrhythmia using combination of CNN and LSTM techniques with variable length heart beats

(2018) Shu Lih Oh et al.   COMPUTERS IN BIOLOGY AND MEDICINE

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

A multimodal deep neural network for human breast cancer prognosis prediction by integrating multi-dimensional data

(2018) Dongdong Sun et al.   IEEE-ACM Transactions on Computational Biology and Bioinformatics

A novel multi-modality image fusion method based on image decomposition and sparse representation

(2018) Zhiqin Zhu et al.   INFORMATION SCIENCES

A Survey on Machine Learning Approaches for Automatic Detection of Voice Disorders

(2018) Sarika Hegde et al.   JOURNAL OF VOICE

Application of deep convolutional neural network for automated detection of myocardial infarction using ECG signals

(2017) U. Rajendra Acharya et al.   INFORMATION SCIENCES

Fused cerebral organoids model interactions between brain regions

(2017) Joshua A Bagley et al.   NATURE METHODS

Pulse Oximetry and Auscultation for Congenital Heart Disease Detection

(2017) Xiao-jing Hu et al.   PEDIATRICS

Audiovisual Spatial-Audio Analysis by Means of Sound Localization and Imaging: A Multimedia Healthcare Framework in Abdominal Sound Mapping

(2016) Charalampos A. Dimoulas   IEEE TRANSACTIONS ON MULTIMEDIA