| # | Title | Journal | Year | Citations |
|---|
| 1 | A review of novelty detection | Signal Processing | 2014 | 1,122 |
| 2 | A randomized trial of normothermic preservation in liver transplantation | Nature | 2018 | 804 |
| 3 | Chronic Traumatic Encephalopathy in Blast-Exposed Military Veterans and a Blast Neurotrauma Mouse Model | Science Translational Medicine | 2012 | 684 |
| 4 | High intensity focused ultrasound: Physical principles and devices | International Journal of Hyperthermia | 2007 | 579 |
| 5 | Whole-genome sequencing for prediction of Mycobacterium tuberculosis drug susceptibility and resistance: a retrospective cohort study | Lancet Infectious Diseases, The | 2015 | 553 |
| 6 | The cytoplasm of living cells behaves as a poroelastic material | Nature Materials | 2013 | 527 |
| 7 | MIND: Modality independent neighbourhood descriptor for multi-modal deformable registration | Medical Image Analysis | 2012 | 478 |
| 8 | An open access database for the evaluation of heart sound algorithms | Physiological Measurement | 2016 | 473 |
| 9 | RT‐LAMP for rapid diagnosis of coronavirus SARS‐CoV‐2 | Microbial Biotechnology | 2020 | 408 |
| 10 | Non-contact video-based vital sign monitoring using ambient light and auto-regressive models | Physiological Measurement | 2014 | 401 |
| 11 | Applications of Acoustics and Cavitation to Noninvasive Therapy and Drug Delivery | Annual Review of Fluid Mechanics | 2008 | 397 |
| 12 | Liver Transplantation After Ex Vivo Normothermic Machine Preservation: A Phase 1 (First-in-Man) Clinical Trial | American Journal of Transplantation | 2016 | 386 |
| 13 | Evaluation of Registration Methods on Thoracic CT: The EMPIRE10 Challenge | IEEE Transactions on Medical Imaging | 2011 | 363 |
| 14 | Role of acoustic cavitation in the delivery and monitoring of cancer treatment by high-intensity focused ultrasound (HIFU) | International Journal of Hyperthermia | 2007 | 359 |
| 15 | Ultrasound-mediated blood–brain barrier disruption for targeted drug delivery in the central nervous system | Advanced Drug Delivery Reviews | 2014 | 332 |
| 16 | Concussion, microvascular injury, and early tauopathy in young athletes after impact head injury and an impact concussion mouse model | Brain | 2018 | 315 |
| 17 | Reconstruction of fetal brain MRI with intensity matching and complete outlier removal | Medical Image Analysis | 2012 | 301 |
| 18 | Ultrasound Neuromodulation: A Review of Results, Mechanisms and Safety | Ultrasound in Medicine and Biology | 2019 | 297 |
| 19 | SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging | IEEE Transactions on Neural Systems and Rehabilitation Engineering | 2019 | 296 |
| 20 | Efficacy of self-monitored blood pressure, with or without telemonitoring, for titration of antihypertensive medication (TASMINH4): an unmasked randomised controlled trial | Lancet, The | 2018 | 289 |
| 21 | Unobtrusive ambulatory EEG using a smartphone and flexible printed electrodes around the ear | Scientific Reports | 2015 | 287 |
| 22 | Logistic Regression-HSMM-based Heart Sound Segmentation | IEEE Transactions on Biomedical Engineering | 2015 | 280 |
| 23 | Weakly-supervised convolutional neural networks for multimodal image registration | Medical Image Analysis | 2018 | 280 |
| 24 | Weakly Supervised Deep Learning for COVID-19 Infection Detection and Classification From CT Images | IEEE Access | 2020 | 279 |
| 25 | Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification | IEEE Transactions on Biomedical Engineering | 2019 | 274 |
| 26 | Liposome production by microfluidics: potential and limiting factors | Scientific Reports | 2016 | 273 |
| 27 | An assessment of algorithms to estimate respiratory rate from the electrocardiogram and photoplethysmogram | Physiological Measurement | 2016 | 252 |
| 28 | Machine Learning and Decision Support in Critical Care | Proceedings of the IEEE | 2016 | 251 |
| 29 | Identifying lineage effects when controlling for population structure improves power in bacterial association studies | Nature Microbiology | 2016 | 247 |
| 30 | Global and regional left ventricular myocardial deformation measures by magnetic resonance feature tracking in healthy volunteers: comparison with tagging and relevance of gender | Journal of Cardiovascular Magnetic Resonance | 2013 | 244 |
| 31 | ECG Signal Quality During Arrhythmia and Its Application to False Alarm Reduction | IEEE Transactions on Biomedical Engineering | 2013 | 224 |
| 32 | Signal quality indices and data fusion for determining clinical acceptability of electrocardiograms | Physiological Measurement | 2012 | 220 |
| 33 | Dynamic time warping and machine learning for signal quality assessment of pulsatile signals | Physiological Measurement | 2012 | 218 |
| 34 | Ultrasound-Enhanced Thrombolysis Using Definity® as a Cavitation Nucleation Agent | Ultrasound in Medicine and Biology | 2008 | 215 |
| 35 | Signal Quality Indices for the Electrocardiogram and Photoplethysmogram: Derivation and Applications to Wireless Monitoring | IEEE Journal of Biomedical and Health Informatics | 2014 | 215 |
| 36 | Cavitation and contrast: The use of bubbles in ultrasound imaging and therapy | Proceedings of the Institution of Mechanical Engineers, Part H: Journal of Engineering in Medicine | 2010 | 211 |
| 37 | MRF-Based Deformable Registration and Ventilation Estimation of Lung CT | IEEE Transactions on Medical Imaging | 2013 | 208 |
| 38 | Ventricular Fibrillation and Tachycardia Classification Using a Machine Learning Approach | IEEE Transactions on Biomedical Engineering | 2014 | 198 |
| 39 | Why rankings of biomedical image analysis competitions should be interpreted with care | Nature Communications | 2018 | 198 |
| 40 | Toward a Robust Estimation of Respiratory Rate From Pulse Oximeters | IEEE Transactions on Biomedical Engineering | 2017 | 197 |
| 41 | Predictive Monitoring of Mobile Patients by Combining Clinical Observations With Data From Wearable Sensors | IEEE Journal of Biomedical and Health Informatics | 2014 | 196 |
| 42 | Passive Spatial Mapping of Inertial Cavitation During HIFU Exposure | IEEE Transactions on Biomedical Engineering | 2010 | 193 |
| 43 | Ultrasound-Responsive Cavitation Nuclei for Therapy and Drug Delivery | Ultrasound in Medicine and Biology | 2020 | 193 |
| 44 | Development of an anatomically detailed MRI-derived rabbit ventricular model and assessment of its impact on simulations of electrophysiological function | American Journal of Physiology - Heart and Circulatory Physiology | 2010 | 192 |
| 45 | Ultrasound-Propelled Nanocups for Drug Delivery | Small | 2015 | 191 |
| 46 | Global seroprevalence of SARS-CoV-2 antibodies: A systematic review and meta-analysis | PLoS ONE | 2021 | 185 |
| 47 | Decoding the attended speech stream with multi-channel EEG: implications for online, daily-life applications | Journal of Neural Engineering | 2015 | 182 |
| 48 | Breast Image Analysis for Risk Assessment, Detection, Diagnosis, and Treatment of Cancer | Annual Review of Biomedical Engineering | 2013 | 175 |
| 49 | Fractional diffusion models of cardiac electrical propagation: role of structural heterogeneity in dispersion of repolarization | Journal of the Royal Society Interface | 2014 | 173 |
| 50 | Drug Delivery Strategies for Platinum-Based Chemotherapy | ACS Nano | 2017 | 172 |
