Citation sources

Updated weekly. Details via Crossref
Crossref Scopus Google Scholar
101 107 Search
2025
Efficient transformation of ECG signals from 1-D to 2-D for atrial fibrillation detection using deep learning
Signal, Image and Video Processing
2025
ECG-based transfer learning for cardiovascular disease: A scoping review
International Journal of Cognitive Computing in Engineering
2025
Multi-Class Heart Disease Detection using ECG Images via Deep CNN Feature Extraction and Ensemble Stacking
Journal of Innovative Image Processing
2025
QTS2D: Quantum-based image encoding of time series
SoftwareX
2025
Preprocessing-Free Convolutional Neural Network Model for Arrhythmia Classification Using ECG Images
Technologies
2025
Application of transfer learning for biomedical signals: A comprehensive review of the last decade (2014–2024)
Information Fusion
2025
2025 International Conference on Machine Learning and Autonomous Systems (ICMLAS)
2025
Communications in Computer and Information Science
2025
A comprehensive dataset of soccer event images for advancing automatic recognition systems
Data in Brief
2025
BlendNet: a blending-based convolutional neural network for effective deep learning of electrocardiogram signals
Frontiers in Artificial Intelligence
2025
Springer Proceedings in Mathematics & Statistics
2025
Advances in Medical Technologies and Clinical Practice
2025
The 7th International Global Conference Series on ICT Integration in Technical Education & Smart Society
2025
Evaluation and analysis of image compression effect on neural network-based heart rate classification
Scientific Reports
2025
Information Systems Engineering and Management
2025
Joint fusion of EHR and ECG data using attention-based CNN and ViT for predicting adverse clinical endpoints in percutaneous coronary intervention patients
Computers in Biology and Medicine
2025
Smart Innovation, Systems and Technologies
2025
Unified Visual-Aware Representations for Data Analytics
IEEE Access
2025
2025 International Conference on Ambient Intelligence in Health Care (ICAIHC)
2025
Tangent Artificial Protozoa Optimization and SCNN for Enhanced Heart Abnormality Detection Using Multimodality
Biomedical Materials & Devices
2025
2025 IEEE International Students' Conference on Electrical, Electronics and Computer Science (SCEECS)
2025
Visualizing Relaxation in Wearables: Multi-Domain Feature Fusion of HRV Using Fuzzy Recurrence Plots
Sensors
2024
2024 5th International Conference on Electronics and Sustainable Communication Systems (ICESC)
2024
ECGConVT: A Hybrid CNN and Vision Transformer Model for Enhanced 12-Lead ECG Images Classification
IEEE Access
2024
Visualizations for universal deep-feature representations: survey and taxonomy
Knowledge and Information Systems
2024
Convolution‐enhanced vision transformer method for lower limb exoskeleton locomotion mode recognition
Expert Systems
2024
Ensemble Approach Combining Deep Residual Networks and BiGRU with Attention Mechanism for Classification of Heart Arrhythmias
Computers, Materials & Continua
2024
An intelligent computer-aided diagnosis method for paroxysmal atrial fibrillation patients with nondiagnostic ECG signals
Biomedical Signal Processing and Control
2024
Arrhythmia Detection by Using Chaos Theory with Machine Learning Algorithms
Computers, Materials & Continua
2024
2024 17th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)
2024
INTERNATIONAL CONFERENCE ON INTELLIGENT AND SMART COMPUTATION (ICIASC-2023)
2024
2024 First International Conference on Software, Systems and Information Technology (SSITCON)
2024
Comparative Analysis of Machine Learning and Deep Learning Algorithms for Assessing Agricultural Product Quality Using NIRS
Sensors
2024
Machine Learning Approaches for Automated Diagnosis of Cardiovascular Diseases: A Review of Electrocardiogram Data Applications
Cardiology in Review
2024
Arrhythmia Detection by Data Fusion of ECG Scalograms and Phasograms
Sensors
2024
Deep learning‐based regional ECG diagnosis platform
Pacing and Clinical Electrophysiology
2024
COVID-ECG-RSNet: COVID-19 classification from ECG images using swish-based improved ResNet model
Biomedical Signal Processing and Control
2024
Signal to Image Conversion and Convolutional Neural Networks for Physiological Signal Processing: A Review
IEEE Access
2024
Heart Attack Prediction using CNN
International Journal of Advanced Research in Science, Communication and Technology
2023
2023 International Conference on Disruptive Technologies (ICDT)
2023
Lecture Notes in Computer Science
2023
2023 20th International Multi-Conference on Systems, Signals & Devices (SSD)
2023
Electrocardiogram Heartbeat Classification for Arrhythmias and Myocardial Infarction
Sensors
2023
Detection of cardiac amyloidosis on electrocardiogram images using machine learning and deep learning techniques
Computational Intelligence
2023
Algorithms for automated diagnosis of cardiovascular diseases based on ECG data: A comprehensive systematic review
Heliyon
2023
Detection of Cardiovascular Diseases in ECG Images Using Machine Learning and Deep Learning Methods
IEEE Transactions on Artificial Intelligence
2023
Enhancing the performance of premature ventricular contraction detection in unseen datasets through deep learning with denoise and contrast attention module
Computers in Biology and Medicine
2023
Fog Computing for Control of Cyber-Physical Systems in Industry Using BCI
Sensors
2023
2023 4th International Conference for Emerging Technology (INCET)
2023
2023 International Conference on Computer Communication and Informatics (ICCCI)
2023
HA-ResNet: Residual Neural Network With Hidden Attention for ECG Arrhythmia Detection Using Two-Dimensional Signal
IEEE/ACM Transactions on Computational Biology and Bioinformatics
2023
AI-Enabled Electrocardiogram Analysis for Disease Diagnosis
Applied System Innovation
2023
Efficient Classification of ECG Images Using a Lightweight CNN with Attention Module and IoT
Sensors
2023
A novel time representation input based on deep learning for ECG classification
Biomedical Signal Processing and Control
2023
2D-wavelet encoded deep CNN for image-based ECG classification
Multimedia Tools and Applications
2023
Speckle-based structured light shift-keying for non-line-of-sight optical communication
Applied Optics
2023
Comparison of the representational ability in individual difference analysis using 2-D time-series image and time-series feature patterns
Expert Systems with Applications
2023
Diagnosis of Cardiovascular Diseases by Ensemble Optimization Deep Learning Techniques
International Journal of Healthcare Information Systems and Informatics
2022
Deep Learning Neural Modelling as a Precise Method in the Assessment of the Chronological Age of Children and Adolescents Using Tooth and Bone Parameters
Sensors
2022
Signal Folding for Efficient Classification of Near-Cyclostationary Biological Signals
Mathematics
2022
Transfer learning for non-image data in clinical research: A scoping review
PLOS Digital Health
2022
Discrete light sheet microscopic segmentation of left ventricle using morphological tuning and active contours
Microscopy Research and Technique
2022
Edge2Analysis: A Novel AIoT Platform for Atrial Fibrillation Recognition and Detection
IEEE Journal of Biomedical and Health Informatics
2022
2022 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE)
2022
An Automatic Premature Ventricular Contraction Recognition System Based on Imbalanced Dataset and Pre-Trained Residual Network Using Transfer Learning on ECG Signal
Diagnostics
2022
Investigation of Applying Machine Learning and Hyperparameter Tuned Deep Learning Approaches for Arrhythmia Detection in ECG Images
Computational and Mathematical Methods in Medicine
2022
ECG-BiCoNet: An ECG-based pipeline for COVID-19 diagnosis using Bi-Layers of deep features integration
Computers in Biology and Medicine
2022
Quantified Explainability: Convolutional Neural Network Focus Assessment in Arrhythmia Detection
BioMedInformatics
2022
Lightweight Ensemble Network for Detecting Heart Disease Using ECG Signals
Applied Sciences
2022
Lecture Notes in Computer Science
2022
A Novel text2IMG Mechanism of Credit Card Fraud Detection: A Deep Learning Approach
Electronics
2022
A multi-label classification system for anomaly classification in electrocardiogram
Health Information Science and Systems
2022
Beat-Level Interpretation of Intra-Patient Paradigm Based on Object Detection
Frontiers in Cardiovascular Medicine
2022
ECG Classification Using Orthogonal Matching Pursuit and Machine Learning
Sensors
2022
Automatic Heart Disease Detection by Classification of Ventricular Arrhythmias on ECG Using Machine Learning
Computers, Materials & Continua
2022
An Adaptive Cognitive Sensor Node for ECG Monitoring in the Internet of Medical Things
IEEE Access
2022
Energy-efficient dynamic channel allocation algorithm in wireless body area network
Environment, Development and Sustainability
2022
2022 China Automation Congress (CAC)
2022
Deep Learning Convolutional Neural Network for ECG Signal Classification Aggregated Using IoT
Computer Systems Science and Engineering
2022
Classification of Respiratory States Using Spectrogram with Convolutional Neural Network
Applied Sciences
2022
2022 Ninth International Conference on Social Networks Analysis, Management and Security (SNAMS)
2022
Arrhythmia Classification Algorithm Based on a Two-Dimensional Image and Modified EfficientNet
Computational Intelligence and Neuroscience
2022
A New Ensemble Approach for Congestive Heart Failure and Arrhythmia Classification Using Shifted One-Dimensional Local Binary Patterns with Long Short-Term Memory
The Computer Journal
2022
Technology Commercialization Activation Model Using Imagification of Variables
Applied Sciences
2022
A Robust Framework Combining Image Processing and Deep Learning Hybrid Model to Classify Cardiovascular Diseases Using a Limited Number of Paper-Based Complex ECG Images
Biomedicines
2022
Vec2image: an explainable artificial intelligence model for the feature representation and classification of high-dimensional biological data by vector-to-image conversion
Briefings in Bioinformatics
2022
State-of-the-Art Deep Learning Methods on Electrocardiogram Data: Systematic Review
JMIR Medical Informatics
2022
Gastrointestinal Tract Polyp Anomaly Segmentation on Colonoscopy Images Using Graft-U-Net
Journal of Personalized Medicine
2022
Efficient-ECGNet framework for COVID-19 classification and correlation prediction with the cardio disease through electrocardiogram medical imaging
Frontiers in Medicine
2022
ECG Data Analysis with Denoising Approach and Customized CNNs
Sensors
2021
2021 International Conference on Frontiers of Information Technology (FIT)
2021
A deep survey on supervised learning based human detection and activity classification methods
Multimedia Tools and Applications
2021
Automatic Seizure Classification Based on Domain-Invariant Deep Representation of EEG
Frontiers in Neuroscience
2021
Lecture Notes in Computer Science
2021
Integrated CWT-CNN for Epilepsy Detection Using Multiclass EEG Dataset
Computers, Materials & Continua
2021
Tensor-Based ECG Anomaly Detection toward Cardiac Monitoring in the Internet of Health Things
Sensors
2021
2021 China Automation Congress (CAC)
2021
Tooth and Bone Parameters in the Assessment of the Chronological Age of Children and Adolescents Using Neural Modelling Methods
Sensors
2021
A New Measure of Pulse Rate Variability and Detection of Atrial Fibrillation Based on Improved Time Synchronous Averaging
Computational and Mathematical Methods in Medicine
Additional cited-by details will be shown when available from Crossref