| # | Title | Journal | Year | Citations |
|---|
| 1 | Deep Learning in Medical Image Analysis | Annual Review of Biomedical Engineering | 2017 | 2,935 |
| 2 | Adaptive histogram equalization and its variations | Computer Vision, Graphics, and Image Processing | 1987 | 2,592 |
| 3 | Latent feature representation with stacked auto-encoder for AD/MCI diagnosis | Brain Structure and Function | 2015 | 435 |
| 4 | Guidelines for Patient Radiation Dose Management | Journal of Vascular and Interventional Radiology | 2009 | 375 |
| 5 | Automatic segmentation of MR images of the developing newborn brain | Medical Image Analysis | 2005 | 306 |
| 6 | Growth of uterine leiomyomata among premenopausal black and white women | Proceedings of the National Academy of Sciences of the United States of America | 2008 | 296 |
| 7 | Hybrid Silica Nanoparticles for Multimodal Imaging | Angewandte Chemie - International Edition | 2007 | 279 |
| 8 | Focal liver lesions: Comparison of dual-phase CT and multisequence multiplanar MR imaging including dynamic gadolinium enhancement | Journal of Magnetic Resonance Imaging | 2001 | 266 |
| 9 | A realistic spline-based dynamic heart phantom | IEEE Transactions on Nuclear Science | 1999 | 247 |
| 10 | A Population-Based Comparison of Clinical and Outcome Characteristics of Young Children With Serious Inflicted and Noninflicted Traumatic Brain Injury | Pediatrics | 2004 | 242 |
| 11 | Vessel Tortuosity and Brain Tumor Malignancy | Academic Radiology | 2005 | 239 |
| 12 | Modeling respiratory mechanics in the MCAT and spline-based MCAT phantoms | IEEE Transactions on Nuclear Science | 2001 | 221 |
| 13 | Occupational Radiation Protection in Interventional Radiology: A Joint Guideline of the Cardiovascular and Interventional Radiology Society of Europe and the Society of Interventional Radiology | CardioVascular and Interventional Radiology | 2010 | 221 |
| 14 | Adult Intussusception Detected at CT or MR Imaging: Clinical-Imaging Correlation | Radiology | 1999 | 203 |
| 15 | Brain anatomical networks in early human brain development | NeuroImage | 2011 | 198 |
| 16 | HASTE MR imaging: Description of technique and preliminary results in the abdomen | Journal of Magnetic Resonance Imaging | 1996 | 194 |
| 17 | Neuroendocrine tumors of the pancreas: Spectrum of appearances on MRI | Journal of Magnetic Resonance Imaging | 2000 | 192 |
| 18 | Carcinoma of the cervix, stage III. Results of radiation therapy | Cancer | 1986 | 181 |
| 19 | Improving Diversity, Inclusion, and Representation in Radiology and Radiation Oncology Part 1: Why These Matter | Journal of the American College of Radiology | 2014 | 154 |
| 20 | Hepatocellular carcinoma in North America: a multiinstitutional study of appearance on T1-weighted, T2-weighted, and serial gadolinium-enhanced gradient-echo images. | American Journal of Roentgenology | 1998 | 153 |
| 21 | Image Processing Algorithms for Digital Mammography: A Pictorial Essay | Radiographics | 2000 | 146 |
| 22 | MRI detection of distinct incidental cancer in women with primary breast cancer studied in IBMC 6883 | Journal of Surgical Oncology | 2005 | 145 |
| 23 | Hypervascular malignant liver lesions: comparison of various MR imaging pulse sequences and dynamic CT. | Radiology | 1994 | 143 |
| 24 | Normal placenta: gadolinium-enhanced dynamic MR imaging. | Radiology | 1997 | 141 |
| 25 | Correction of nonuniform attenuation in cardiac SPECT imaging | Journal of Nuclear Medicine | 1989 | 138 |
| 26 | A brief review on multi-task learning | Multimedia Tools and Applications | 2018 | 131 |
| 27 | Occupational Radiation Protection in Interventional Radiology: A Joint Guideline of the Cardiovascular and Interventional Radiology Society of Europe and the Society of Interventional Radiology | Journal of Vascular and Interventional Radiology | 2010 | 128 |
| 28 | Patterns of Breast Magnetic Resonance Imaging Use in Community Practice | JAMA Internal Medicine | 2014 | 126 |
| 29 | High-Resolution Encoder–Decoder Networks for Low-Contrast Medical Image Segmentation | IEEE Transactions on Image Processing | 2020 | 126 |
| 30 | Nodular sarcoidosis of the liver and spleen: analysis of 32 cases. | Radiology | 1995 | 123 |
| 31 | Hepatosplenic fungal disease: diagnostic accuracy and spectrum of appearances on MR imaging. | American Journal of Roentgenology | 1997 | 121 |
| 32 | Added cancer yield of MRI in screening the contralateral breast of women recently diagnosed with breast cancer: Results from the International Breast Magnetic Resonance Consortium (IBMC) trial | Journal of Surgical Oncology | 2005 | 117 |
| 33 | A dynamic micro-CT scanner based on a carbon nanotube field emission x-ray source | Physics in Medicine and Biology | 2009 | 117 |
| 34 | Gadolinium deposition disease: Initial description of a disease that has been around for a while | Magnetic Resonance Imaging | 2016 | 117 |
| 35 | Hepatocellular carcinoma of diffuse type: MR imaging findings and clinical manifestations | Journal of Magnetic Resonance Imaging | 2003 | 115 |
| 36 | The geometric transfer function for cone and fan beam collimators | Physics in Medicine and Biology | 1990 | 113 |
| 37 | Improving Diversity, Inclusion, and Representation in Radiology and Radiation Oncology Part 2: Challenges and Recommendations | Journal of the American College of Radiology | 2014 | 107 |
| 38 | Hierarchical Shape Description Via the Multiresolution Symmetric Axis Transform | IEEE Transactions on Pattern Analysis and Machine Intelligence | 1987 | 105 |
| 39 | MR Imaging of the Pancreas | Magnetic Resonance Imaging Clinics of North America | 2005 | 105 |
| 40 | MR imaging of the small bowel using the HASTE sequence. | American Journal of Roentgenology | 1998 | 99 |
| 41 | Quality Improvement Guidelines for Recording Patient Radiation Dose in the Medical Record for Fluoroscopically Guided Procedures | Journal of Vascular and Interventional Radiology | 2012 | 99 |
| 42 | Adrenocortical carcinoma: MR imaging appearance with current techniques | Journal of Magnetic Resonance Imaging | 1995 | 96 |
| 43 | Hexokinase-2-mediated aerobic glycolysis is integral to cerebellar neurogenesis and pathogenesis of medulloblastoma | Cancer & Metabolism | 2013 | 96 |
| 44 | Racial Differences in Pelvic Anatomy by Magnetic Resonance Imaging | Obstetrics and Gynecology | 2008 | 94 |
| 45 | Gadolinium toxicity and treatment | Magnetic Resonance Imaging | 2016 | 94 |
| 46 | Respiratory damage in children exposed to urban pollution | Pediatric Pulmonology | 2003 | 93 |
| 47 | Differentiation of toxoplasmosis and lymphoma in AIDS patients by using apparent diffusion coefficients | American Journal of Neuroradiology | 2003 | 93 |
| 48 | Postdiagnosis Change in Bodyweight and Survival After Breast Cancer Diagnosis | Epidemiology | 2012 | 91 |
| 49 | Prognostic Impact of Extent, Severity, and Heterogeneity of Abnormalities on 18F-FDG PET Scans for Suspected Cardiac Sarcoidosis | JACC: Cardiovascular Imaging | 2018 | 91 |
| 50 | Pediatric Reference Data for Dual X-Ray Absorptiometric Measures of Normal Bone Density in the Distal Femur | American Journal of Roentgenology | 2002 | 90 |
