| # | Title | Journal | Year | Citations |
|---|
| 1 | Histopathological Image Analysis: A Review | IEEE Reviews in Biomedical Engineering | 2009 | 1,511 |
| 2 | Retinal Imaging and Image Analysis | IEEE Reviews in Biomedical Engineering | 2010 | 1,021 |
| 3 | Dry-Contact and Noncontact Biopotential Electrodes: Methodological Review | IEEE Reviews in Biomedical Engineering | 2010 | 931 |
| 4 | Review of Artificial Intelligence Techniques in Imaging Data Acquisition, Segmentation, and Diagnosis for COVID-19 | IEEE Reviews in Biomedical Engineering | 2021 | 894 |
| 5 | Cochlear Implants: System Design, Integration, and Evaluation | IEEE Reviews in Biomedical Engineering | 2008 | 616 |
| 6 | Multisubject Independent Component Analysis of fMRI: A Decade of Intrinsic Networks, Default Mode, and Neurodiagnostic Discovery | IEEE Reviews in Biomedical Engineering | 2012 | 586 |
| 7 | Methods for Nuclei Detection, Segmentation, and Classification in Digital Histopathology: A Review—Current Status and Future Potential | IEEE Reviews in Biomedical Engineering | 2014 | 526 |
| 8 | Diabetes: Models, Signals, and Control | IEEE Reviews in Biomedical Engineering | 2009 | 431 |
| 9 | Capsule Endoscopy: From Current Achievements to Open Challenges | IEEE Reviews in Biomedical Engineering | 2011 | 421 |
| 10 | Clinical Applications of Brain-Computer Interfaces: Current State and Future Prospects | IEEE Reviews in Biomedical Engineering | 2009 | 386 |
| 11 | Robust Nucleus/Cell Detection and Segmentation in Digital Pathology and Microscopy Images: A Comprehensive Review | IEEE Reviews in Biomedical Engineering | 2016 | 386 |
| 12 | Wireless Power Transfer Strategies for Implantable Bioelectronics | IEEE Reviews in Biomedical Engineering | 2017 | 364 |
| 13 | Brain-Computer Interfaces Using Electrocorticographic Signals | IEEE Reviews in Biomedical Engineering | 2011 | 329 |
| 14 | Emerging Robotic Platforms for Minimally Invasive Surgery | IEEE Reviews in Biomedical Engineering | 2013 | 325 |
| 15 | Control of Hand Prostheses Using Peripheral Information | IEEE Reviews in Biomedical Engineering | 2010 | 308 |
| 16 | The Role of Imaging in the Detection and Management of COVID-19: A Review | IEEE Reviews in Biomedical Engineering | 2021 | 273 |
| 17 | Clustering Algorithms in Biomedical Research: A Review | IEEE Reviews in Biomedical Engineering | 2010 | 272 |
| 18 | Upper-Limb Robotic Exoskeletons for Neurorehabilitation: A Review on Control Strategies | IEEE Reviews in Biomedical Engineering | 2016 | 260 |
| 19 | Wearable Medical Systems for p-Health | IEEE Reviews in Biomedical Engineering | 2008 | 257 |
| 20 | Secure and Robust Machine Learning for Healthcare: A Survey | IEEE Reviews in Biomedical Engineering | 2021 | 230 |
| 21 | Breathing Rate Estimation From the Electrocardiogram and Photoplethysmogram: A Review | IEEE Reviews in Biomedical Engineering | 2018 | 224 |
| 22 | Computer-Aided Breast Cancer Detection Using Mammograms: A Review | IEEE Reviews in Biomedical Engineering | 2013 | 199 |
| 23 | A Review of Signal Processing Techniques for Electrocardiogram Signal Quality Assessment | IEEE Reviews in Biomedical Engineering | 2018 | 174 |
| 24 | Wearable Sensing and Telehealth Technology with Potential Applications in the Coronavirus Pandemic | IEEE Reviews in Biomedical Engineering | 2021 | 174 |
| 25 | Haptics in Robot-Assisted Surgery: Challenges and Benefits | IEEE Reviews in Biomedical Engineering | 2016 | 167 |
| 26 | Laser Speckle Contrast Imaging: Theory, Instrumentation and Applications | IEEE Reviews in Biomedical Engineering | 2013 | 165 |
| 27 | Review of Electromagnetic Techniques for Breast Cancer Detection | IEEE Reviews in Biomedical Engineering | 2011 | 162 |
| 28 | A Review on Machine Learning for EEG Signal Processing in Bioengineering | IEEE Reviews in Biomedical Engineering | 2021 | 154 |
| 29 | Machine Learning for Predicting Epileptic Seizures Using EEG Signals: A Review | IEEE Reviews in Biomedical Engineering | 2021 | 148 |
| 30 | Divergence-Based Framework for Common Spatial Patterns Algorithms | IEEE Reviews in Biomedical Engineering | 2014 | 145 |
| 31 | Multiple-Instance Learning for Medical Image and Video Analysis | IEEE Reviews in Biomedical Engineering | 2017 | 144 |
| 32 | Computer-Aided Decision Support Systems for Endoscopy in the Gastrointestinal Tract: A Review | IEEE Reviews in Biomedical Engineering | 2011 | 142 |
| 33 | A Review on Accelerometry-Based Gait Analysis and Emerging Clinical Applications | IEEE Reviews in Biomedical Engineering | 2018 | 141 |
| 34 | Oscillometric Blood Pressure Estimation: Past, Present, and Future | IEEE Reviews in Biomedical Engineering | 2015 | 140 |
| 35 | Noninvasive Brain–Computer Interfaces for Augmentative and Alternative Communication | IEEE Reviews in Biomedical Engineering | 2014 | 133 |
| 36 | Ambient and Unobtrusive Cardiorespiratory Monitoring Techniques | IEEE Reviews in Biomedical Engineering | 2015 | 128 |
| 37 | Toward Automating Clinical Assessments: A Survey of the Timed Up and Go | IEEE Reviews in Biomedical Engineering | 2015 | 124 |
| 38 | Analysis of Multimodal Neuroimaging Data | IEEE Reviews in Biomedical Engineering | 2011 | 122 |
| 39 | Multimodal Functional Neuroimaging: Integrating Functional MRI and EEG/MEG | IEEE Reviews in Biomedical Engineering | 2008 | 120 |
| 40 | Active Electrodes for Wearable EEG Acquisition: Review and Electronics Design Methodology | IEEE Reviews in Biomedical Engineering | 2017 | 118 |
| 41 | Noncontact Wearable Wireless ECG Systems for Long-Term Monitoring | IEEE Reviews in Biomedical Engineering | 2018 | 117 |
| 42 | Body Sensor Networks: In the Era of Big Data and Beyond | IEEE Reviews in Biomedical Engineering | 2015 | 111 |
| 43 | Deep Learning in Cardiology | IEEE Reviews in Biomedical Engineering | 2019 | 109 |
| 44 | Automated Brain Tumor Segmentation Using Multimodal Brain Scans: A Survey Based on Models Submitted to the BraTS 2012–2018 Challenges | IEEE Reviews in Biomedical Engineering | 2020 | 105 |
| 45 | Machine Learning Methods for Protein Structure Prediction | IEEE Reviews in Biomedical Engineering | 2008 | 99 |
| 46 | Computational Models for Neuromuscular Function | IEEE Reviews in Biomedical Engineering | 2009 | 95 |
| 47 | Introduction to the Special Section: Convergence of Automation Technology, Biomedical Engineering, and Health Informatics Toward the Healthcare 4.0 | IEEE Reviews in Biomedical Engineering | 2018 | 95 |
| 48 | Accessing the Neural Drive to Muscle and Translation to Neurorehabilitation Technologies | IEEE Reviews in Biomedical Engineering | 2012 | 93 |
| 49 | On-Chip Biomedical Imaging | IEEE Reviews in Biomedical Engineering | 2013 | 92 |
| 50 | Computer-Aided Prostate Cancer Diagnosis From Digitized Histopathology: A Review on Texture-Based Systems | IEEE Reviews in Biomedical Engineering | 2015 | 90 |
