| # | Title | Journal | Year | Citations |
|---|
| 1 | Snakes, shapes, and gradient vector flow | IEEE Transactions on Image Processing | 1998 | 3,292 |
| 2 | Current Methods in Medical Image Segmentation | Annual Review of Biomedical Engineering | 2000 | 1,820 |
| 3 | Computing Large Deformation Metric Mappings via Geodesic Flows of Diffeomorphisms | International Journal of Computer Vision | 2005 | 1,231 |
| 4 | Extensions of recurrent neural network language model | | 2011 | 1,165 |
| 5 | Hyperspectral Image Classification Using Dictionary-Based Sparse Representation | IEEE Transactions on Geoscience and Remote Sensing | 2011 | 1,006 |
| 6 | Colloidal Quantum Dot Solar Cells | Chemical Reviews | 2015 | 987 |
| 7 | Adaptive fuzzy segmentation of magnetic resonance images | IEEE Transactions on Medical Imaging | 1999 | 697 |
| 8 | Measurement of Radiotracer Concentration in Brain Gray Matter Using Positron Emission Tomography: MRI-Based Correction for Partial Volume Effects | Journal of Cerebral Blood Flow and Metabolism | 1992 | 653 |
| 9 | Generalized gradient vector flow external forces for active contours | Signal Processing | 1998 | 596 |
| 10 | Cardiac motion tracking using CINE harmonic phase (HARP) magnetic resonance imaging | Magnetic Resonance in Medicine | 1999 | 592 |
| 11 | Image De-Raining Using a Conditional Generative Adversarial Network | IEEE Transactions on Circuits and Systems for Video Technology | 2020 | 517 |
| 12 | Atmospheric turbulence effects on a partially coherent Gaussian beam: implications for free-space laser communication | Journal of the Optical Society of America A: Optics and Image Science, and Vision | 2002 | 473 |
| 13 | Norepinephrine Controls Astroglial Responsiveness to Local Circuit Activity | Neuron | 2014 | 469 |
| 14 | Hyperspectral Image Classification via Kernel Sparse Representation | IEEE Transactions on Geoscience and Remote Sensing | 2013 | 451 |
| 15 | An adaptive fuzzy C-means algorithm for image segmentation in the presence of intensity inhomogeneities | Pattern Recognition Letters | 1999 | 411 |
| 16 | Models of Eukaryotic Gradient Sensing: Application to Chemotaxis of Amoebae and Neutrophils | Biophysical Journal | 2002 | 388 |
| 17 | Gain scheduling for H-infinity controllers: a flight control example | IEEE Transactions on Control Systems Technology | 1993 | 372 |
| 18 | Imaging heart motion using harmonic phase MRI | IEEE Transactions on Medical Imaging | 2000 | 368 |
| 19 | Sparsity adaptive matching pursuit algorithm for practical compressed sensing | | 2008 | 359 |
| 20 | On a nonlinear multivariable servomechanism problem | Automatica | 1990 | 349 |
| 21 | Sparse Representation for Target Detection in Hyperspectral Imagery | IEEE Journal on Selected Topics in Signal Processing | 2011 | 339 |
| 22 | Multi-parametric neuroimaging reproducibility: A 3-T resource study | NeuroImage | 2011 | 318 |
| 23 | Evaluation of sparse-view reconstruction from flat-panel-detector cone-beam CT | Physics in Medicine and Biology | 2010 | 314 |
| 24 | Optical coherence tomography reflects brain atrophy in multiple sclerosis: A four‐year study | Annals of Neurology | 2015 | 304 |
| 25 | Gradient vector flow: a new external force for snakes | | 0 | 298 |
| 26 | Decoding of Individuated Finger Movements Using Surface Electromyography | IEEE Transactions on Biomedical Engineering | 2009 | 291 |
| 27 | Longitudinal changes in cortical thickness associated with normal aging | NeuroImage | 2010 | 287 |
| 28 | Locally Oxidized Silicon Surface-Plasmon Schottky Detector for Telecom Regime | Nano Letters | 2011 | 285 |
| 29 | Prosthesis with neuromorphic multilayered e-dermis perceives touch and pain | Science Robotics | 2018 | 280 |
| 30 | Retinal layer segmentation of macular OCT images using boundary classification | Biomedical Optics Express | 2013 | 265 |
| 31 | On-Chip Integrated, Silicon–Graphene Plasmonic Schottky Photodetector with High Responsivity and Avalanche Photogain | Nano Letters | 2016 | 265 |
| 32 | Sagnac loop interferometer based on polarization maintaining photonic crystal fiber with reduced temperature sensitivity | Optics Express | 2004 | 254 |
| 33 | Cells navigate with a local-excitation, global-inhibition-biased excitable network | Proceedings of the National Academy of Sciences of the United States of America | 2010 | 249 |
| 34 | Tag and contour detection in tagged MR images of the left ventricle | IEEE Transactions on Medical Imaging | 1994 | 242 |
| 35 | Fast multiplierless approximations of the DCT with the lifting scheme | IEEE Transactions on Signal Processing | 2001 | 242 |
| 36 | Fast Determination of Regional Myocardial Strain Fields From Tagged Cardiac Images Using Harmonic Phase MRI | Circulation | 2000 | 239 |
| 37 | CRUISE: Cortical reconstruction using implicit surface evolution | NeuroImage | 2004 | 239 |
| 38 | Molecular mechanisms of cellular mechanosensing | Nature Materials | 2013 | 231 |
| 39 | Imaging longitudinal cardiac strain on short-axis images using strain-encoded MRI | Magnetic Resonance in Medicine | 2001 | 229 |
| 40 | The Generalized Contrast-to-Noise Ratio: A Formal Definition for Lesion Detectability | IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control | 2020 | 226 |
| 41 | High‐Performance Single‐Crystalline Perovskite Thin‐Film Photodetector | Advanced Materials | 2018 | 225 |
| 42 | Chromosome Alignment and Segregation Regulated by Ubiquitination of Survivin | Science | 2005 | 220 |
| 43 | Endoscopic optical coherence tomography: technologies and clinical applications [Invited] | Biomedical Optics Express | 2017 | 220 |
| 44 | Reflecting upon the losses in plasmonics and metamaterials | MRS Bulletin | 2012 | 219 |
| 45 | Tunable localized surface plasmon graphene metasurface for multiband superabsorption and terahertz sensing | Carbon | 2020 | 218 |
| 46 | Temporal Coherence in the Perceptual Organization and Cortical Representation of Auditory Scenes | Neuron | 2009 | 215 |
| 47 | Longitudinal multiple sclerosis lesion segmentation: Resource and challenge | NeuroImage | 2017 | 215 |
| 48 | Engineering colloidal quantum dot solids within and beyond the mobility-invariant regime | Nature Communications | 2014 | 214 |
| 49 | Learning Deep Features for One-Class Classification | IEEE Transactions on Image Processing | 2019 | 214 |
| 50 | Why rankings of biomedical image analysis competitions should be interpreted with care | Nature Communications | 2018 | 198 |
