OOIR: Observatory of International Research

Papers

(The TQCC of IEEE Reviews in Biomedical Engineering is 26. 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
Review of Artificial Intelligence Techniques in Imaging Data Acquisition, Segmentation, and Diagnosis for COVID-19	860
Secure and Robust Machine Learning for Healthcare: A Survey	280
The Role of Imaging in the Detection and Management of COVID-19: A Review	262
A Review on Machine Learning for EEG Signal Processing in Bioengineering	208
Machine Learning for Predicting Epileptic Seizures Using EEG Signals: A Review	187
Wearable Sensing and Telehealth Technology with Potential Applications in the Coronavirus Pandemic	182
Emerging Wearable Interfaces and Algorithms for Hand Gesture Recognition: A Survey	107
Review of Eye Tracking Metrics Involved in Emotional and Cognitive Processes	106
Image Segmentation for MR Brain Tumor Detection Using Machine Learning: A Review	99
Machine Learning for Clinical Outcome Prediction	94
Wearable Sensor-Based Sign Language Recognition: A Comprehensive Review	77
Speech Technology for Healthcare: Opportunities, Challenges, and State of the Art	75
A Review on the State of the Art in Atrial Fibrillation Detection Enabled by Machine Learning	65
A Wearable Tele-Health System towards Monitoring COVID-19 and Chronic Diseases	59
Explainable Artificial Intelligence Methods in Combating Pandemics: A Systematic Review	58
Recent Advancements and Future Prospects on E-Nose Sensors Technology and Machine Learning Approaches for Non-Invasive Diabetes Diagnosis: A Review	54
Natural Language Processing for Smart Healthcare	49
A Review of Wearable Multi-Wavelength Photoplethysmography	48
Lower-Limb Medical and Rehabilitation Exoskeletons: A Review of the Current Designs	43
A Survey on Mathematical, Machine Learning and Deep Learning Models for COVID-19 Transmission and Diagnosis	40
Bioluminescence Imaging Applications in Cancer: A Comprehensive Review	40
Respiratory Monitoring: Current State of the Art and Future Roads	39
Noninvasive Continuous Blood Pressure Estimation From Pulse Transit Time: A Review of the Calibration Models	39
Graph Signal Processing, Graph Neural Network and Graph Learning on Biological Data: A Systematic Review	39
Epilepsy Detection From EEG Using Complex Network Techniques: A Review	34

Recent Trends, Construction, and Applications of Smart Textiles and Clothing for Monitoring of Health Activity: A Comprehensive Multidisciplinary Review	32
Contactless WiFi Sensing and Monitoring for Future Healthcare - Emerging Trends, Challenges, and Opportunities	32
A Review of Techniques for Surface Electromyography Signal Quality Analysis	31
Texture Analysis and Its Applications in Biomedical Imaging: A Survey	30
A Survey on State-of-the-Art Denoising Techniques for Brain Magnetic Resonance Images	30
Segmentation of White Blood Cell, Nucleus and Cytoplasm in Digital Haematology Microscope Images: A Review–Challenges, Current and Future Potential Techniques	29
A Review of Neuroimaging-Driven Brain Age Estimation for Identification of Brain Disorders and Health Conditions	29
Hemodynamic Modeling, Medical Imaging, and Machine Learning and Their Applications to Cardiovascular Interventions	27
Harnessing Machine Intelligence in Automatic Echocardiogram Analysis: Current Status, Limitations, and Future Directions	26
Navigating the Pandemic Response Life Cycle: Molecular Diagnostics and Immunoassays in the Context of COVID-19 Management	26