Related references
Note: Only part of the references are listed.Deep learning for single-lead ECG beat arrhythmia-type detection using novel iris spectrogram representation
Ali Mohammad Alqudah et al.
SOFT COMPUTING (2022)
MAXIMIZING AUDIO EVENT DETECTION MODEL PERFORMANCE ON SMALL DATASETS THROUGH KNOWLEDGE TRANSFER, DATA AUGMENTATION, AND PRETRAINING: AN ABLATION STUDY
Daniel Tompkins et al.
2022 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP) (2022)
TimeDistributed-CNN-LSTM: A Hybrid Approach Combining CNN and LSTM to Classify Brain Tumor on 3D MRI Scans Performing Ablation Study
Sidratul Montaha et al.
IEEE ACCESS (2022)
Classification of normal sinus rhythm, abnormal arrhythmia and congestive heart failure ECG signals using LSTM and hybrid CNN-SVM deep neural networks
Ahmet Cinar et al.
COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING (2021)
Automated Atrial Fibrillation Detection using a Hybrid CNN-LSTM Network on Imbalanced ECG Datasets
Georgios Petmezas et al.
BIOMEDICAL SIGNAL PROCESSING AND CONTROL (2021)
Convolutional and recurrent neural networks for the detection of valvular heart diseases in phonocardiogram recordings
Mohanad Alkhodari et al.
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE (2021)
A Hybrid Lightweight 1D CNN-LSTM Architecture for Automated ECG Beat-Wise Classification
Yusra Obeidat et al.
TRAITEMENT DU SIGNAL (2021)
Recognition of Handwritten Arabic and Hindi Numerals Using Convolutional Neural Networks
Amin Alqudah et al.
APPLIED SCIENCES-BASEL (2021)
PneumoniaNet: Automated Detection and Classification of Pediatric Pneumonia Using Chest X-ray Images and CNN Approach
Roaa Alsharif et al.
ELECTRONICS (2021)
ECG heartbeat arrhythmias classification: a comparison study between different types of spectrum representation and convolutional neural networks architectures
Ali Mohammad Alqudah et al.
JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING (2021)
A Lightweight CNN Model for Detecting Respiratory Diseases From Lung Auscultation Sounds Using EMD-CWT-Based Hybrid Scalogram
Samiul Based Shuvo et al.
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (2021)
CardioXNet: A Novel Lightweight Deep Learning Framework for Cardiovascular Disease Classification Using Heart Sound Recordings
Samiul Based Shuvo et al.
IEEE ACCESS (2021)
Deep learning-enabled medical computer vision
Andre Esteva et al.
NPJ DIGITAL MEDICINE (2021)
AOCT-NET: a convolutional network automated classification of multiclass retinal diseases using spectral-domain optical coherence tomography images
Ali Mohammad Alqudah
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING (2020)
Detecting Respiratory Pathologies Using Convolutional Neural Networks and Variational Autoencoders for Unbalancing Data
Maria Teresa Garcia-Ordas et al.
SENSORS (2020)
Classification of Heart Sounds Using Convolutional Neural Network
Fan Li et al.
APPLIED SCIENCES-BASEL (2020)
Gastrointestinal tract classification using improved LSTM based CNN
Saban Ozturk et al.
MULTIMEDIA TOOLS AND APPLICATIONS (2020)
Heart sound classification based on improved MFCC features and convolutional recurrent neural networks
Muqing Deng et al.
NEURAL NETWORKS (2020)
Automatic diagnosis of multiple cardiac diseases from PCG signals using convolutional neural network
Neeraj Baghel et al.
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE (2020)
Deep Layer Kernel Sparse Representation Network for the Detection of Heart Valve Ailments from the Time-Frequency Representation of PCG Recordings
Samit Kumar Ghosh et al.
BIOMED RESEARCH INTERNATIONAL (2020)
Blind Monaural Source Separation on Heart and Lung Sounds Based on Periodic-Coded Deep Autoencoder
Kun-Hsi Tsai et al.
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (2020)
Classification of heart sound signals using a novel deep WaveNet model
Shu Lih Oh et al.
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE (2020)
Classification of heart sound short records using bispectrum analysis approach images and deep learning
Ali Mohammad Alqudah et al.
NETWORK MODELING AND ANALYSIS IN HEALTH INFORMATICS AND BIOINFORMATICS (2020)
Classification of Lung Sounds With CNN Model Using Parallel Pooling Structure
Fatih Demir et al.
IEEE ACCESS (2020)
Classification of Heart Sound Signal Using Multiple Features
Yaseen et al.
APPLIED SCIENCES-BASEL (2018)
Text classification based on hybrid CNN-LSTM hybrid model
Xiangyang She et al.
2018 11TH INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE AND DESIGN (ISCID), VOL 2 (2018)
A new personalized ECG signal classification algorithm using Block-based Neural Network and Particle Swarm Optimization
Shirin Shadmand et al.
BIOMEDICAL SIGNAL PROCESSING AND CONTROL (2016)
Global and regional effects of potentially modifiable risk factors associated with acute stroke in 32 countries (INTERSTROKE): a case-control study
Martin J. O'Donnell et al.
LANCET (2016)
Global, regional, and national life expectancy, all-cause mortality, and cause-specific mortality for 249 causes of death, 1980-2015: a systematic analysis for the Global Burden of Disease Study 2015
Haidong Wang et al.
LANCET (2016)
Segmentation-based heart sound feature extraction combined with classifier models for a VSD diagnosis system
Shuping Sun et al.
EXPERT SYSTEMS WITH APPLICATIONS (2014)
Frequency shifting approach towards textual transcription of heartbeat sounds
Farshad Arvin et al.
BIOLOGICAL PROCEDURES ONLINE (2011)
Valvular heart disease: the next cardiac epidemic
J. L. d'Arcy et al.
HEART (2011)
Learning to forget: Continual prediction with LSTM
FA Gers et al.
NEURAL COMPUTATION (2000)