| # | Title | Journal | Year | Citations |
|---|
| 1 | The meaning and use of the area under a receiver operating characteristic (ROC) curve. | Radiology | 1982 | 17,831 |
| 2 | Recommendations for Cardiac Chamber Quantification by Echocardiography in Adults: An Update from the American Society of Echocardiography and the European Association of Cardiovascular Imaging | Journal of the American Society of Echocardiography | 2015 | 10,755 |
| 3 | Recommendations for Chamber Quantification: A Report from the American Society of Echocardiography’s Guidelines and Standards Committee and the Chamber Quantification Writing Group, Developed in Conjunction with the European Association of Echocardiography, a Branch of the European Society of Cardiology | Journal of the American Society of Echocardiography | 2005 | 10,110 |
| 4 | Fast robust automated brain extraction | Human Brain Mapping | 2002 | 9,218 |
| 5 | Functional connectivity in the motor cortex of resting human brain using echo-planar mri | Magnetic Resonance in Medicine | 1995 | 8,632 |
| 6 | Statistical parametric maps in functional imaging: A general linear approach | Human Brain Mapping | 1994 | 8,177 |
| 7 | A survey on deep learning in medical image analysis | Medical Image Analysis | 2017 | 7,976 |
| 8 | Recommendations for Quantitation of the Left Ventricle by Two-Dimensional Echocardiography | Journal of the American Society of Echocardiography | 1989 | 7,614 |
| 9 | A method of comparing the areas under receiver operating characteristic curves derived from the same cases. | Radiology | 1983 | 6,909 |
| 10 | A global optimisation method for robust affine registration of brain images | Medical Image Analysis | 2001 | 5,992 |
| 11 | Segmentation of brain MR images through a hidden Markov random field model and the expectation-maximization algorithm | IEEE Transactions on Medical Imaging | 2001 | 5,782 |
| 12 | Guidelines for the Echocardiographic Assessment of the Right Heart in Adults: A Report from the American Society of Echocardiography | Journal of the American Society of Echocardiography | 2010 | 5,724 |
| 13 | SENSE: Sensitivity encoding for fast MRI | Magnetic Resonance in Medicine | 1999 | 5,592 |
| 14 | Nonparametric permutation tests for functional neuroimaging: A primer with examples | Human Brain Mapping | 2002 | 5,490 |
| 15 | Sparse MRI: The application of compressed sensing for rapid MR imaging | Magnetic Resonance in Medicine | 2007 | 5,406 |
| 16 | Recommendations for Cardiac Chamber Quantification by Echocardiography in Adults: An Update from the American Society of Echocardiography and the European Association of Cardiovascular Imaging | European Heart Journal Cardiovascular Imaging | 2015 | 5,352 |
| 17 | Radiomics: Images Are More than Pictures, They Are Data | Radiology | 2016 | 5,341 |
| 18 | 3D Slicer as an image computing platform for the Quantitative Imaging Network | Magnetic Resonance Imaging | 2012 | 5,126 |
| 19 | Basic principles of ROC analysis | Seminars in Nuclear Medicine | 1978 | 5,105 |
| 20 | Correlation of Chest CT and RT-PCR Testing for Coronavirus Disease 2019 (COVID-19) in China: A Report of 1014 Cases | Radiology | 2020 | 4,400 |
| 21 | Generalized autocalibrating partially parallel acquisitions (GRAPPA) | Magnetic Resonance in Medicine | 2002 | 4,347 |
| 22 | Nonrigid registration using free-form deformations: application to breast MR images | IEEE Transactions on Medical Imaging | 1999 | 4,317 |
| 23 | N4ITK: Improved N3 Bias Correction | IEEE Transactions on Medical Imaging | 2010 | 4,205 |
| 24 | A nonparametric method for automatic correction of intensity nonuniformity in MRI data | IEEE Transactions on Medical Imaging | 1998 | 4,181 |
| 25 | Symmetric diffeomorphic image registration with cross-correlation: Evaluating automated labeling of elderly and neurodegenerative brain | Medical Image Analysis | 2008 | 4,092 |
| 26 | Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning | IEEE Transactions on Medical Imaging | 2016 | 4,024 |
| 27 | Toxicity criteria of the Radiation Therapy Oncology Group (RTOG) and the European organization for research and treatment of cancer (EORTC) | International Journal of Radiation Oncology Biology Physics | 1995 | 3,975 |
| 28 | The basis of anisotropic water diffusion in the nervous system - a technical review | NMR in Biomedicine | 2002 | 3,938 |
| 29 | Tolerance of normal tissue to therapeutic irradiation | International Journal of Radiation Oncology Biology Physics | 1991 | 3,929 |
| 30 | Recommendations for the Evaluation of Left Ventricular Diastolic Function by Echocardiography: An Update from the American Society of Echocardiography and the European Association of Cardiovascular Imaging | Journal of the American Society of Echocardiography | 2016 | 3,807 |
| 31 | Multimodality image registration by maximization of mutual information | IEEE Transactions on Medical Imaging | 1997 | 3,793 |
| 32 | MR signal abnormalities at 1.5 T in Alzheimer's dementia and normal aging | American Journal of Roentgenology | 1987 | 3,765 |
| 33 | Recommendations for evaluation of the severity of native valvular regurgitation with two-dimensional and doppler echocardiography | Journal of the American Society of Echocardiography | 2003 | 3,704 |
| 34 | Maximum Likelihood Reconstruction for Emission Tomography | IEEE Transactions on Medical Imaging | 1982 | 3,635 |
| 35 | The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS) | IEEE Transactions on Medical Imaging | 2015 | 3,589 |
| 36 | The dielectric properties of biological tissues: II. Measurements in the frequency range 10 Hz to 20 GHz | Physics in Medicine and Biology | 1996 | 3,577 |
| 37 | MR imaging of intravoxel incoherent motions: application to diffusion and perfusion in neurologic disorders. | Radiology | 1986 | 3,439 |
| 38 | Estimation of metabolite concentrations from localizedin vivo proton NMR spectra | Magnetic Resonance in Medicine | 1993 | 3,435 |
| 39 | Fleischner Society: Glossary of Terms for Thoracic Imaging | Radiology | 2008 | 3,402 |
| 40 | The dielectric properties of biological tissues: III. Parametric models for the dielectric spectrum of tissues | Physics in Medicine and Biology | 1996 | 3,391 |
| 41 | A Direct Measurement of the Radiation Sensitivity of Normal Mouse Bone Marrow Cells | Radiation Research | 1961 | 3,267 |
| 42 | Computerized transverse axial scanning (tomography): Part 1. Description of system | British Journal of Radiology | 1973 | 3,219 |
| 43 | elastix: A Toolbox for Intensity-Based Medical Image Registration | IEEE Transactions on Medical Imaging | 2010 | 3,159 |
| 44 | Accelerated image reconstruction using ordered subsets of projection data | IEEE Transactions on Medical Imaging | 1994 | 3,119 |
| 45 | Automated Talairach Atlas labels for functional brain mapping | Human Brain Mapping | 2000 | 3,089 |
| 46 | Spatial registration and normalization of images | Human Brain Mapping | 1995 | 3,080 |
| 47 | Movement‐Related effects in fMRI time‐series | Magnetic Resonance in Medicine | 1996 | 3,064 |
| 48 | Automatic 3D Intersubject Registration of MR Volumetric Data in Standardized Talairach Space | Journal of Computer Assisted Tomography | 1994 | 3,049 |
| 49 | From RECIST to PERCIST: Evolving Considerations for PET Response Criteria in Solid Tumors | Journal of Nuclear Medicine | 2009 | 3,047 |
| 50 | Improved Assessment of Significant Activation in Functional Magnetic Resonance Imaging (fMRI): Use of a Cluster-Size Threshold | Magnetic Resonance in Medicine | 1995 | 3,030 |
| 51 | Diffusion tensor imaging: Concepts and applications | Journal of Magnetic Resonance Imaging | 2001 | 2,973 |
| 52 | Elastography: A Quantitative Method for Imaging the Elasticity of Biological Tissues | Ultrasonic Imaging | 1991 | 2,926 |
| 53 | Ridge-Based Vessel Segmentation in Color Images of the Retina | IEEE Transactions on Medical Imaging | 2004 | 2,914 |
| 54 | Recommendations for the Evaluation of Left Ventricular Diastolic Function by Echocardiography | Journal of the American Society of Echocardiography | 2009 | 2,874 |
| 55 | Estimating kinetic parameters from dynamic contrast-enhanced t1-weighted MRI of a diffusable tracer: Standardized quantities and symbols | Journal of Magnetic Resonance Imaging | 1999 | 2,856 |
| 56 | The Cancer Imaging Archive (TCIA): Maintaining and Operating a Public Information Repository | Journal of Digital Imaging | 2013 | 2,844 |
| 57 | Estimated Risks of Radiation-Induced Fatal Cancer from Pediatric CT | American Journal of Roentgenology | 2001 | 2,843 |
| 58 | N-back working memory paradigm: A meta-analysis of normative functional neuroimaging studies | Human Brain Mapping | 2005 | 2,816 |
| 59 | In vivo fiber tractography using DT-MRI data | Magnetic Resonance in Medicine | 2000 | 2,778 |
| 60 | Separation of diffusion and perfusion in intravoxel incoherent motion MR imaging. | Radiology | 1988 | 2,758 |
| 61 | Optical properties of biological tissues: a review | Physics in Medicine and Biology | 2013 | 2,743 |
| 62 | Characterization and propagation of uncertainty in diffusion-weighted MR imaging | Magnetic Resonance in Medicine | 2003 | 2,715 |
| 63 | A method for making group inferences from functional MRI data using independent component analysis | Human Brain Mapping | 2001 | 2,663 |
| 64 | The dielectric properties of biological tissues: I. Literature survey | Physics in Medicine and Biology | 1996 | 2,620 |
| 65 | Meta-analysis of chemotherapy in head and neck cancer (MACH-NC): An update on 93 randomised trials and 17,346 patients | Radiotherapy and Oncology | 2009 | 2,607 |
| 66 | Sensitivity of Chest CT for COVID-19: Comparison to RT-PCR | Radiology | 2020 | 2,578 |
| 67 | The Alzheimer's disease neuroimaging initiative (ADNI): MRI methods | Journal of Magnetic Resonance Imaging | 2008 | 2,553 |
| 68 | Endoscopic sphincterotomy complications and their management: an attempt at consensus | Gastrointestinal Endoscopy | 1991 | 2,535 |
| 69 | A survey of medical image registration | Medical Image Analysis | 1998 | 2,486 |
| 70 | Diffusion tensor MR imaging of the human brain. | Radiology | 1996 | 2,477 |
| 71 | Guidelines for limiting exposure to time-varying electric, magnetic, and electromagnetic fields (up to 300 GHz). International Commission on Non-Ionizing Radiation Protection | Health Physics | 1998 | 2,422 |
| 72 | Review The Cancer Genome Atlas (TCGA): an immeasurable source of knowledge | Wspolczesna Onkologia | 2015 | 2,410 |
| 73 | Probabilistic Independent Component Analysis for Functional Magnetic Resonance Imaging | IEEE Transactions on Medical Imaging | 2004 | 2,389 |
| 74 | Convolutional neural networks: an overview and application in radiology | Insights Into Imaging | 2018 | 2,388 |
| 75 | Efficient multi-scale 3D CNN with fully connected CRF for accurate brain lesion segmentation | Medical Image Analysis | 2017 | 2,382 |
| 76 | Recursive partitioning analysis (RPA) of prognostic factors in three radiation therapy oncology group (RTOG) brain metastases trials | International Journal of Radiation Oncology Biology Physics | 1997 | 2,360 |
| 77 | Transient elastography: a new noninvasive method for assessment of hepatic fibrosis | Ultrasound in Medicine and Biology | 2003 | 2,354 |
| 78 | Defining biochemical failure following radiotherapy with or without hormonal therapy in men with clinically localized prostate cancer: Recommendations of the RTOG-ASTRO Phoenix Consensus Conference | International Journal of Radiation Oncology Biology Physics | 2006 | 2,320 |
| 79 | Mutual-information-based registration of medical images: a survey | IEEE Transactions on Medical Imaging | 2003 | 2,311 |
| 80 | A technique for the quantitative evaluation of dose distributions | Medical Physics | 1998 | 2,307 |
| 81 | CTCAE v3.0: development of a comprehensive grading system for the adverse effects of cancer treatment | Seminars in Radiation Oncology | 2003 | 2,277 |
| 82 | Recommendations for Noninvasive Evaluation of Native Valvular Regurgitation | Journal of the American Society of Echocardiography | 2017 | 2,269 |
| 83 | Brain tumor segmentation with Deep Neural Networks | Medical Image Analysis | 2017 | 2,234 |
| 84 | Toward a quantitative assessment of diffusion anisotropy | Magnetic Resonance in Medicine | 1996 | 2,219 |
| 85 | Time Course of Lung Changes at Chest CT during Recovery from Coronavirus Disease 2019 (COVID-19) | Radiology | 2020 | 2,207 |
| 86 | FDG PET/CT: EANM procedure guidelines for tumour imaging: version 2.0 | European Journal of Nuclear Medicine and Molecular Imaging | 2015 | 2,188 |
| 87 | ESUR prostate MR guidelines 2012 | European Radiology | 2012 | 2,176 |
| 88 | Thermal dose determination in cancer therapy | International Journal of Radiation Oncology Biology Physics | 1984 | 2,122 |
| 89 | Simultaneous acquisition of spatial harmonics (SMASH): Fast imaging with radiofrequency coil arrays | Magnetic Resonance in Medicine | 1997 | 2,093 |
| 90 | Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning? | IEEE Transactions on Medical Imaging | 2016 | 2,081 |
| 91 | CT Imaging Features of 2019 Novel Coronavirus (2019-nCoV) | Radiology | 2020 | 2,080 |
| 92 | The rician distribution of noisy mri data | Magnetic Resonance in Medicine | 1995 | 2,061 |
| 93 | Diffusional kurtosis imaging: The quantification of non-gaussian water diffusion by means of magnetic resonance imaging | Magnetic Resonance in Medicine | 2005 | 2,040 |
| 94 | Chest CT Findings in Coronavirus Disease-19 (COVID-19): Relationship to Duration of Infection | Radiology | 2020 | 2,027 |
| 95 | Image matching as a diffusion process: an analogy with Maxwell's demons | Medical Image Analysis | 1998 | 1,994 |
| 96 | The NMR phased array | Magnetic Resonance in Medicine | 1990 | 1,993 |
| 97 | Simple proton spectroscopic imaging. | Radiology | 1984 | 1,986 |
| 98 | Estimation of optical pathlength through tissue from direct time of flight measurement | Physics in Medicine and Biology | 1988 | 1,970 |
| 99 | Functional and effective connectivity in neuroimaging: A synthesis | Human Brain Mapping | 1994 | 1,964 |
| 100 | Oxygenation-sensitive contrast in magnetic resonance image of rodent brain at high magnetic fields | Magnetic Resonance in Medicine | 1990 | 1,953 |
