| # | Title | Journal | Year | Citations |
|---|
| 1 | International evaluation of an AI system for breast cancer screening | Nature | 2020 | 1,458 |
| 2 | Common pitfalls and recommendations for using machine learning to detect and prognosticate for COVID-19 using chest radiographs and CT scans | Nature Machine Intelligence | 2021 | 607 |
| 3 | Leptin Regulates Striatal Regions and Human Eating Behavior | Science | 2007 | 541 |
| 4 | Breast MRI: EUSOBI recommendations for women’s information | European Radiology | 2015 | 330 |
| 5 | Detection of Atherosclerotic Inflammation by 68 Ga-DOTATATE PET Compared to [ 18 F]FDG PET Imaging | Journal of the American College of Cardiology | 2017 | 321 |
| 6 | Germline BRCA mutation and outcome in young-onset breast cancer (POSH): a prospective cohort study | Lancet Oncology, The | 2018 | 316 |
| 7 | Hyperpolarized 13C MRI: Path to Clinical Translation in Oncology | Neoplasia | 2019 | 316 |
| 8 | Justify your alpha | Nature Human Behaviour | 2018 | 310 |
| 9 | Computed Tomography Imaging in the Context of Transcatheter Aortic Valve Implantation (TAVI)/Transcatheter Aortic Valve Replacement (TAVR) | JACC: Cardiovascular Imaging | 2019 | 310 |
| 10 | Federated learning for predicting clinical outcomes in patients with COVID-19 | Nature Medicine | 2021 | 300 |
| 11 | The Added Role of MR Imaging in Treatment Stratification of Patients with Gynecologic Malignancies: What the Radiologist Needs to Know | Radiology | 2013 | 294 |
| 12 | Imaging tumour hypoxia with positron emission tomography | British Journal of Cancer | 2015 | 272 |
| 13 | MRI of Malignant Neoplasms of the Uterine Corpus and Cervix | American Journal of Roentgenology | 2007 | 260 |
| 14 | Computed tomography imaging in the context of transcatheter aortic valve implantation (TAVI) / transcatheter aortic valve replacement (TAVR): An expert consensus document of the Society of Cardiovascular Computed Tomography | Journal of Cardiovascular Computed Tomography | 2019 | 258 |
| 15 | Diffusion-weighted imaging of the breast—a consensus and mission statement from the EUSOBI International Breast Diffusion-Weighted Imaging working group | European Radiology | 2020 | 255 |
| 16 | The role of imaging in 2019 novel coronavirus pneumonia (COVID-19) | European Radiology | 2020 | 223 |
| 17 | Effect of ultrasmall superparamagnetic iron oxide nanoparticles (Ferumoxtran-10) on human monocyte-macrophages in vitro | Biomaterials | 2007 | 217 |
| 18 | Stress analysis of carotid plaque rupture based on in vivo high resolution MRI | Journal of Biomechanics | 2006 | 200 |
| 19 | Cost-effectiveness and Benefit-to-Harm Ratio of Risk-Stratified Screening for Breast Cancer | JAMA Oncology | 2018 | 199 |
| 20 | Role of biomechanical forces in the natural history of coronary atherosclerosis | Nature Reviews Cardiology | 2016 | 193 |
| 21 | The Relationship of Age With Regional Aortic Stiffness and Diameter | JACC: Cardiovascular Imaging | 2010 | 190 |
| 22 | Unified Focal loss: Generalising Dice and cross entropy-based losses to handle class imbalanced medical image segmentation | Computerized Medical Imaging and Graphics | 2022 | 186 |
| 23 | How Critical Is Fibrous Cap Thickness to Carotid Plaque Stability? | Stroke | 2006 | 182 |
| 24 | Reversible self-assembly of patchy particles into monodisperse icosahedral clusters | Journal of Chemical Physics | 2007 | 176 |
| 25 | Artificial intelligence in breast imaging | Clinical Radiology | 2019 | 171 |
| 26 | The TOMMY trial: a comparison of TOMosynthesis with digital MammographY in the UK NHS Breast Screening Programme – a multicentre retrospective reading study comparing the diagnostic performance of digital breast tomosynthesis and digital mammography with digital mammography alone | Health Technology Assessment | 2015 | 146 |
| 27 | Quantifying normal human brain metabolism using hyperpolarized [1–13C]pyruvate and magnetic resonance imaging | NeuroImage | 2019 | 144 |
| 28 | Semiquantitative and Quantitative Dynamic Contrast-Enhanced Magnetic Resonance Imaging Measurements Predict Radiation Response in Cervix Cancer | International Journal of Radiation Oncology Biology Physics | 2009 | 140 |
| 29 | Imaging vascular function for early stage clinical trials using dynamic contrast-enhanced magnetic resonance imaging | European Radiology | 2012 | 138 |
| 30 | Imaging breast cancer using hyperpolarized carbon-13 MRI | Proceedings of the National Academy of Sciences of the United States of America | 2020 | 138 |
| 31 | Breast cancer screening in women with extremely dense breasts recommendations of the European Society of Breast Imaging (EUSOBI) | European Radiology | 2022 | 137 |
| 32 | Position paper on screening for breast cancer by the European Society of Breast Imaging (EUSOBI) and 30 national breast radiology bodies from Austria, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czech Republic, Denmark, Estonia, Finland, France, Germany, Greece, Hungary, Iceland, Ireland, Italy, Israel, Lithuania, Moldova, The Netherlands, Norway, Poland, Portugal, Romania, Serbia, Slovakia, Spain, Sweden, Switzerland and Turkey | European Radiology | 2017 | 136 |
| 33 | Analysis of acute traumatic axonal injury using diffusion tensor imaging | British Journal of Neurosurgery | 2007 | 134 |
| 34 | Evaluation of early abdominopelvic computed tomography in patients with acute abdominal pain of unknown cause: prospective randomised study | BMJ: British Medical Journal | 2002 | 133 |
| 35 | Hypoxia and tissue destruction in pulmonary TB | Thorax | 2016 | 133 |
| 36 | Changing structure of the femoral neck across the adult female lifespan | Journal of Bone and Mineral Research | 2010 | 128 |
| 37 | Measuring the effects of imaging: An evaluative framework | Clinical Radiology | 1995 | 125 |
| 38 | PI-RADS version 2: what you need to know | Clinical Radiology | 2015 | 121 |
| 39 | Abdominal fat assessed by computed tomography: Sex difference in distribution | Clinical Radiology | 1983 | 117 |
| 40 | Measuring intracellular pH in the heart using hyperpolarized carbon dioxide and bicarbonate: a 13C and 31P magnetic resonance spectroscopy study | Cardiovascular Research | 2010 | 114 |
| 41 | Integrating noninvasive molecular imaging into molecular medicine: an evolving paradigm | Trends in Molecular Medicine | 2007 | 113 |
| 42 | A randomized trial of spiral CT and ventilation perfusion scintigraphy for the diagnosis of pulmonary embolism | Clinical Radiology | 1998 | 111 |
| 43 | Aetiological differences in neuroanatomy of the vegetative state: insights from diffusion tensor imaging and functional implications | Journal of Neurology, Neurosurgery and Psychiatry | 2010 | 110 |
| 44 | Pulmonary retention of primed neutrophils: a novel protective host response, which is impaired in the acute respiratory distress syndrome | Thorax | 2014 | 108 |
| 45 | PI-RADS version 2.1: one small step for prostate MRI | Clinical Radiology | 2019 | 108 |
| 46 | National implementation of multi‐parametric magnetic resonance imaging for prostate cancer detection – recommendations from a UK consensus meeting | BJU International | 2018 | 106 |
| 47 | Radiomics of computed tomography and magnetic resonance imaging in renal cell carcinoma—a systematic review and meta-analysis | European Radiology | 2020 | 106 |
| 48 | Inflammatory Abdominal Aortic Aneurysms | European Journal of Vascular and Endovascular Surgery | 2005 | 103 |
| 49 | Intra‐ and interreader reproducibility of PI‐RADSv2: A multireader study | Journal of Magnetic Resonance Imaging | 2019 | 102 |
| 50 | Magnetic resonance imaging of the knee: Diagnostic performance statistics | Clinical Radiology | 1996 | 96 |
