OOIR: Observatory of International Research

Papers

(The TQCC of IEEE Reviews in Biomedical Engineering is 21. 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 2020-04-01 to 2024-04-01.)

Article	Citations
Review of Artificial Intelligence Techniques in Imaging Data Acquisition, Segmentation, and Diagnosis for COVID-19	786
The Role of Imaging in the Detection and Management of COVID-19: A Review	246
Secure and Robust Machine Learning for Healthcare: A Survey	227
Wearable Sensing and Telehealth Technology with Potential Applications in the Coronavirus Pandemic	167
A Review on Machine Learning for EEG Signal Processing in Bioengineering	156
Machine Learning for Predicting Epileptic Seizures Using EEG Signals: A Review	153
Emerging Wearable Interfaces and Algorithms for Hand Gesture Recognition: A Survey	82
Machine Learning for Clinical Outcome Prediction	74
Wearable Sensor-Based Sign Language Recognition: A Comprehensive Review	65
Review of Eye Tracking Metrics Involved in Emotional and Cognitive Processes	64
Speech Technology for Healthcare: Opportunities, Challenges, and State of the Art	63
Image Segmentation for MR Brain Tumor Detection Using Machine Learning: A Review	61
A Review on the State of the Art in Atrial Fibrillation Detection Enabled by Machine Learning	53
A Wearable Tele-Health System towards Monitoring COVID-19 and Chronic Diseases	47
Recent Advancements and Future Prospects on E-Nose Sensors Technology and Machine Learning Approaches for Non-Invasive Diabetes Diagnosis: A Review	45
Explainable Artificial Intelligence Methods in Combating Pandemics: A Systematic Review	36
A Review of Wearable Multi-Wavelength Photoplethysmography	35
A Survey on Mathematical, Machine Learning and Deep Learning Models for COVID-19 Transmission and Diagnosis	34
Bioluminescence Imaging Applications in Cancer: A Comprehensive Review	31
Natural Language Processing for Smart Healthcare	31
Noninvasive Continuous Blood Pressure Estimation From Pulse Transit Time: A Review of the Calibration Models	30
Respiratory Monitoring: Current State of the Art and Future Roads	29
Epilepsy Detection From EEG Using Complex Network Techniques: A Review	29
Navigating the Pandemic Response Life Cycle: Molecular Diagnostics and Immunoassays in the Context of COVID-19 Management	27
Lower-Limb Medical and Rehabilitation Exoskeletons: A Review of the Current Designs	26

Segmentation of White Blood Cell, Nucleus and Cytoplasm in Digital Haematology Microscope Images: A Review–Challenges, Current and Future Potential Techniques	24
Texture Analysis and Its Applications in Biomedical Imaging: A Survey	23
A Survey on State-of-the-Art Denoising Techniques for Brain Magnetic Resonance Images	22
Hemodynamic Modeling, Medical Imaging, and Machine Learning and Their Applications to Cardiovascular Interventions	22
Recent Trends, Construction, and Applications of Smart Textiles and Clothing for Monitoring of Health Activity: A Comprehensive Multidisciplinary Review	22
Harnessing Machine Intelligence in Automatic Echocardiogram Analysis: Current Status, Limitations, and Future Directions	22
A Review of Neuroimaging-Driven Brain Age Estimation for Identification of Brain Disorders and Health Conditions	21
Recent Advances in Biosensors for Detection of COVID-19 and Other Viruses	21