OOIR: Observatory of International Research

Papers

(The median citation count of IEEE Reviews in Biomedical Engineering is 9. 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

Contactless WiFi Sensing and Monitoring for Future Healthcare - Emerging Trends, Challenges, and Opportunities	32
Recent Trends, Construction, and Applications of Smart Textiles and Clothing for Monitoring of Health Activity: A Comprehensive Multidisciplinary Review	32
A Review of Techniques for Surface Electromyography Signal Quality Analysis	31
A Survey on State-of-the-Art Denoising Techniques for Brain Magnetic Resonance Images	30
Texture Analysis and Its Applications in Biomedical Imaging: A Survey	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
Advances in Non-Invasive Blood Pressure Measurement Techniques	25
Review of the Techniques Used for Investigating the Role Elastin and Collagen Play in Arterial Wall Mechanics	24
Simulation of Blood as Fluid: A Review From Rheological Aspects	23
Recent Advances in Biosensors for Detection of COVID-19 and Other Viruses	23
Non-Invasive Methods for PWV Measurement in Blood Vessel Stiffness Assessment	23
Review on Biomedical Sensors, Technologies and Algorithms for Diagnosis of Sleep Disordered Breathing: Comprehensive Survey	23
mHealth Technologies Towards Parkinson's Disease Detection and Monitoring in Daily Life: A Comprehensive Review	22
Artificial Intelligence Based Blood Pressure Estimation From Auscultatory and Oscillometric Waveforms: A Methodological Review	21
Low Power Bio-Impedance Sensor Interfaces: Review and Electronics Design Methodology	20
A Review of Image-Based Food Recognition and Volume Estimation Artificial Intelligence Systems	18
DICOM Integration Libraries for Medical Image Interoperability: A Technical Review	17
Methods for Adventitious Respiratory Sound Analyzing Applications Based on Smartphones: A Survey	17
Unsupervised ECG Analysis: A Review	16
Bioinspired Soft Robotics: How Do We Learn From Creatures?	15
CMOS Time-to-Digital Converters for Biomedical Imaging Applications	15
A Mapping Review of Real-Time Movement Sonification Systems for Movement Rehabilitation	14
Virtual Reality Assisted Motor Imagery for Early Post-Stroke Recovery: A Review	14
Challenges to the Development of the Next Generation of Self-Reporting Cardiovascular Implantable Medical Devices	14
Noise Reduction in Cochlear Implant Signal Processing: A Review and Recent Developments	14
A Survey on Shape-Constraint Deep Learning for Medical Image Segmentation	13
Deep Learning in Breast Cancer Imaging: A Decade of Progress and Future Directions	13
Review of Current Advances in the Mechanical Description and Quantification of Aortic Dissection Mechanisms	13
Artificial Intelligence and Machine Learning for Improving Glycemic Control in Diabetes: Best Practices, Pitfalls, and Opportunities	12
Wearable Printed Temperature Sensors: Short Review on Latest Advances for Biomedical Applications	12
Systematic Review of Advanced AI Methods for Improving Healthcare Data Quality in Post COVID-19 Era	11
Medical Image Analysis Using AM-FM Models and Methods	11
Retinal OCT Image Registration: Methods and Applications	11
Engineering Approaches for Breast Cancer Diagnosis: A Review	10
The Promise of Clinical Decision Support Systems Targetting Low-Resource Settings	10
Exploring the Potential of Stem Cell-Based Therapy for Aesthetic and Plastic Surgery	10
Information and Communication Theoretical Understanding and Treatment of Spinal Cord Injuries: State-of-The-Art and Research Challenges	10
Monitoring and Synchronization of Cardiac and Respiratory Traces in Magnetic Resonance Imaging: A Review	10
Vision Transformers for Computational Histopathology	10
Integrating Multi-Omics Data With EHR for Precision Medicine Using Advanced Artificial Intelligence	10
Radiomics and Deep Learning in Nasopharyngeal Carcinoma: A Review	9
A Review in On-Body Compression Using Soft Actuators and Sensors: Applications, Mechanisms, and Challenges	9
Artificial Intelligence for Emerging Technology in Surgery: Systematic Review and Validation	9
A Review of Recent Advances and Future Developments in Fetal Phonocardiography	9