OOIR: Observatory of International Research

Papers

(The H4-Index of Journal of Healthcare Engineering is 41. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-11-01 to 2024-11-01.)

Article	Citations
IoT-Based Applications in Healthcare Devices	196
U-Net-Based Medical Image Segmentation	149
Deep Neural Networks for Medical Image Segmentation	142
A Novel Diabetes Healthcare Disease Prediction Framework Using Machine Learning Techniques	128
Deep Transfer Learning Approaches in Performance Analysis of Brain Tumor Classification Using MRI Images	121
Involvement of Machine Learning Tools in Healthcare Decision Making	120
Boosting Breast Cancer Detection Using Convolutional Neural Network	120
Diagnosis of Chronic Kidney Disease Using Effective Classification Algorithms and Recursive Feature Elimination Techniques	117
Deep Learning-Based Real-Time AI Virtual Mouse System Using Computer Vision to Avoid COVID-19 Spread	117
Machine Learning for Healthcare Wearable Devices: The Big Picture	113
Efficient Automated Disease Diagnosis Using Machine Learning Models	97
Machine Learning Based Diabetes Classification and Prediction for Healthcare Applications	88
Measuring and Preventing COVID-19 Using the SIR Model and Machine Learning in Smart Health Care	87
Machine Learning Technology-Based Heart Disease Detection Models	85
IoMT-Based Automated Detection and Classification of Leukemia Using Deep Learning	83
Association of Insulin Resistance and Elevated Androgen Levels with Polycystic Ovarian Syndrome (PCOS): A Review of Literature	80
A Fine-Tuned BERT-Based Transfer Learning Approach for Text Classification	78
A Comparative Analysis of Machine Learning Algorithms to Predict Alzheimer’s Disease	78
Stroke Disease Detection and Prediction Using Robust Learning Approaches	75
Brain Tumor Detection and Classification by MRI Using Biologically Inspired Orthogonal Wavelet Transform and Deep Learning Techniques	75
Metaheuristic-based Deep COVID-19 Screening Model from Chest X-Ray Images	67
TXI: Texture and Color Enhancement Imaging for Endoscopic Image Enhancement	64
VLSI Implementation of a High-Performance Nonlinear Image Scaling Algorithm	63
Human-Computer Interaction for Recognizing Speech Emotions Using Multilayer Perceptron Classifier	63
Optimal Medical Image Size Reduction Model Creation Using Recurrent Neural Network and GenPSOWVQ	63

Healthcare and Fitness Data Management Using the IoT-Based Blockchain Platform	60
A Novel Hybrid Deep Learning Approach for Skin Lesion Segmentation and Classification	53
Deep Learning in the Detection and Diagnosis of COVID-19 Using Radiology Modalities: A Systematic Review	52
Enhancement of Patient Facial Recognition through Deep Learning Algorithm: ConvNet	52
Identification and Prediction of Chronic Diseases Using Machine Learning Approach	51
IntOPMICM: Intelligent Medical Image Size Reduction Model	49
Investigations on Brain Tumor Classification Using Hybrid Machine Learning Algorithms	49
A Systematic Approach for MRI Brain Tumor Localization and Segmentation Using Deep Learning and Active Contouring	48
3D CNN with Visual Insights for Early Detection of Lung Cancer Using Gradient-Weighted Class Activation	48
Research on the Application of Blockchain in Smart Healthcare: Constructing a Hierarchical Framework	46
New Opportunities, Challenges, and Applications of Edge-AI for Connected Healthcare in Internet of Medical Things for Smart Cities	45
Blockchain and Fog Computing in IoT-Driven Healthcare Services for Smart Cities	44
Biomedical Image Classification in a Big Data Architecture Using Machine Learning Algorithms	43
Cloud-Based Fault Prediction Using IoT in Office Automation for Improvisation of Health of Employees	41
Detection of Breast Cancer from Five-View Thermal Images Using Convolutional Neural Networks	41
Design of a Real-Time Monitoring System for Smoke and Dust in Thermal Power Plants Based on Improved Genetic Algorithm	41
Efficient Algorithms for E-Healthcare to Solve Multiobject Fuse Detection Problem	41
Predicting Parkinson’s Disease Progression: Evaluation of Ensemble Methods in Machine Learning	41