OOIR: Observatory of International Research

Papers

(The H4-Index of Journal of Healthcare Engineering is 39. 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 2020-03-01 to 2024-03-01.)

Article	Citations
IoT-Based Applications in Healthcare Devices	168
Deep Learning-Based Real-Time AI Virtual Mouse System Using Computer Vision to Avoid COVID-19 Spread	106
Identifying COVID19 from Chest CT Images: A Deep Convolutional Neural Networks Based Approach	106
A Novel Diabetes Healthcare Disease Prediction Framework Using Machine Learning Techniques	102
U-Net-Based Medical Image Segmentation	101
Diagnosis of Chronic Kidney Disease Using Effective Classification Algorithms and Recursive Feature Elimination Techniques	91
Boosting Breast Cancer Detection Using Convolutional Neural Network	86
Deep Neural Networks for Medical Image Segmentation	85
Involvement of Machine Learning Tools in Healthcare Decision Making	84
Measuring and Preventing COVID-19 Using the SIR Model and Machine Learning in Smart Health Care	79
Machine Learning for Healthcare Wearable Devices: The Big Picture	78
Applications of Artificial Intelligence and Big Data Analytics in m-Health: A Healthcare System Perspective	76
Deep Transfer Learning Approaches in Performance Analysis of Brain Tumor Classification Using MRI Images	74
A Systematic Review on Technology-Supported Interventions to Improve Old-Age Social Wellbeing: Loneliness, Social Isolation, and Connectedness	69
Machine Learning Based Diabetes Classification and Prediction for Healthcare Applications	66
Efficient Automated Disease Diagnosis Using Machine Learning Models	66
IoMT-Based Automated Detection and Classification of Leukemia Using Deep Learning	66
Metaheuristic-based Deep COVID-19 Screening Model from Chest X-Ray Images	65
VLSI Implementation of a High-Performance Nonlinear Image Scaling Algorithm	63
Methods Used in Computer-Aided Diagnosis for Breast Cancer Detection Using Mammograms: A Review	62
A Comparative Analysis of Machine Learning Algorithms to Predict Alzheimer’s Disease	57
Cloud-Based Breast Cancer Prediction Empowered with Soft Computing Approaches	55
Brain Tumor Detection and Classification by MRI Using Biologically Inspired Orthogonal Wavelet Transform and Deep Learning Techniques	54
Healthcare and Fitness Data Management Using the IoT-Based Blockchain Platform	53
Association of Insulin Resistance and Elevated Androgen Levels with Polycystic Ovarian Syndrome (PCOS): A Review of Literature	53

Optimal Medical Image Size Reduction Model Creation Using Recurrent Neural Network and GenPSOWVQ	52
Stroke Disease Detection and Prediction Using Robust Learning Approaches	52
Deep Learning in the Detection and Diagnosis of COVID-19 Using Radiology Modalities: A Systematic Review	50
TXI: Texture and Color Enhancement Imaging for Endoscopic Image Enhancement	48
Machine Learning Technology-Based Heart Disease Detection Models	47
Human-Computer Interaction for Recognizing Speech Emotions Using Multilayer Perceptron Classifier	46
A Fine-Tuned BERT-Based Transfer Learning Approach for Text Classification	45
Enhancement of Patient Facial Recognition through Deep Learning Algorithm: ConvNet	44
A Systematic Approach for MRI Brain Tumor Localization and Segmentation Using Deep Learning and Active Contouring	43
Investigations on Brain Tumor Classification Using Hybrid Machine Learning Algorithms	41
IntOPMICM: Intelligent Medical Image Size Reduction Model	41
A Novel Hybrid Deep Learning Approach for Skin Lesion Segmentation and Classification	40
Cloud-Based Fault Prediction Using IoT in Office Automation for Improvisation of Health of Employees	39
Design of a Real-Time Monitoring System for Smoke and Dust in Thermal Power Plants Based on Improved Genetic Algorithm	39