OOIR: Observatory of International Research

Papers

(The median citation count of IEEE Reviews in Biomedical Engineering is 7. 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
Natural Language Processing for Smart Healthcare	31
Bioluminescence Imaging Applications in Cancer: A Comprehensive Review	31
Noninvasive Continuous Blood Pressure Estimation From Pulse Transit Time: A Review of the Calibration Models	30
Epilepsy Detection From EEG Using Complex Network Techniques: A Review	29
Respiratory Monitoring: Current State of the Art and Future Roads	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
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 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
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
Review on Biomedical Sensors, Technologies and Algorithms for Diagnosis of Sleep Disordered Breathing: Comprehensive Survey	20
Graph Signal Processing, Graph Neural Network and Graph Learning on Biological Data: A Systematic Review	19
A Review of Techniques for Surface Electromyography Signal Quality Analysis	18
Contactless WiFi Sensing and Monitoring for Future Healthcare - Emerging Trends, Challenges, and Opportunities	18
Review of the Techniques Used for Investigating the Role Elastin and Collagen Play in Arterial Wall Mechanics	18
Advances in Non-Invasive Blood Pressure Measurement Techniques	17
Non-Invasive Methods for PWV Measurement in Blood Vessel Stiffness Assessment	17
mHealth Technologies Towards Parkinson's Disease Detection and Monitoring in Daily Life: A Comprehensive Review	17
Artificial Intelligence Based Blood Pressure Estimation From Auscultatory and Oscillometric Waveforms: A Methodological Review	16
Simulation of Blood as Fluid: A Review From Rheological Aspects	15
Low Power Bio-Impedance Sensor Interfaces: Review and Electronics Design Methodology	15
Challenges to the Development of the Next Generation of Self-Reporting Cardiovascular Implantable Medical Devices	13
Methods for Adventitious Respiratory Sound Analyzing Applications Based on Smartphones: A Survey	11
CMOS Time-to-Digital Converters for Biomedical Imaging Applications	10
Noise Reduction in Cochlear Implant Signal Processing: A Review and Recent Developments	10
Unsupervised ECG Analysis: A Review	9
A Survey on Shape-Constraint Deep Learning for Medical Image Segmentation	9
DICOM Integration Libraries for Medical Image Interoperability: A Technical Review	9
Retinal OCT Image Registration: Methods and Applications	9
Information and Communication Theoretical Understanding and Treatment of Spinal Cord Injuries: State-of-The-Art and Research Challenges	9
Wearable Printed Temperature Sensors: Short Review on Latest Advances for Biomedical Applications	9
Review of Current Advances in the Mechanical Description and Quantification of Aortic Dissection Mechanisms	8
Exploring the Potential of Stem Cell-Based Therapy for Aesthetic and Plastic Surgery	8
External Cardiac Loop Recorders: Functionalities, Diagnostic Efficacy, Challenges and Opportunities	8
Medical Image Analysis Using AM-FM Models and Methods	8
Systematic Review of Advanced AI Methods for Improving Healthcare Data Quality in Post COVID-19 Era	8
Monitoring and Synchronization of Cardiac and Respiratory Traces in Magnetic Resonance Imaging: A Review	8
Bioinspired Soft Robotics: How Do We Learn From Creatures?	8
What Ultrasound Can and Cannot Do in Implantable Medical Device Communications	7
A Review of Recent Advances and Future Developments in Fetal Phonocardiography	7
Robotic Simulators for Tissue Examination Training With Multimodal Sensory Feedback	7
Virtual Reality Assisted Motor Imagery for Early Post-Stroke Recovery: A Review	7
A Mapping Review of Real-Time Movement Sonification Systems for Movement Rehabilitation	7