Department of Electrical and Computer Engineering

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#	Title	Journal	Year	Citations
1	Evaluation of 14 nonlinear deformation algorithms applied to human brain MRI registration	NeuroImage	2009	1,988
2	Challenges for semiconductor spintronics	Nature Physics	2007	1,457
3	Comparison and Evaluation of Methods for Liver Segmentation From CT Datasets	IEEE Transactions on Medical Imaging	2009	848
4	MoDL: Model-Based Deep Learning Architecture for Inverse Problems	IEEE Transactions on Medical Imaging	2019	609
5	Rainfall forecasting in space and time using a neural network	Journal of Hydrology	1992	581
6	Optimal Surface Segmentation in Volumetric Images-A Graph-Theoretic Approach	IEEE Transactions on Pattern Analysis and Machine Intelligence	2006	572
7	Automated 3-D Intraretinal Layer Segmentation of Macular Spectral-Domain Optical Coherence Tomography Images	IEEE Transactions on Medical Imaging	2009	535
8	Consistent image registration	IEEE Transactions on Medical Imaging	2001	527
9	On Delay Fault Testing in Logic Circuits	IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems	1987	425
10	A method for the reconstruction of four-dimensional synchronized CT scans acquired during free breathing	Medical Physics	2003	423
11	Retinopathy Online Challenge: Automatic Detection of Microaneurysms in Digital Color Fundus Photographs	IEEE Transactions on Medical Imaging	2010	414
12	Volumetric transformation of brain anatomy	IEEE Transactions on Medical Imaging	1997	374
13	Interference Analysis for Highly Directional 60-GHz Mesh Networks: The Case for Rethinking Medium Access Control	IEEE/ACM Transactions on Networking	2011	369
14	Evaluation of Registration Methods on Thoracic CT: The EMPIRE10 Challenge	IEEE Transactions on Medical Imaging	2011	363
15	Large magnetoresistance in nonmagneticπ-conjugated semiconductor thin film devices	Physical Review B	2005	350
16	3-D active appearance models: segmentation of cardiac MR and ultrasound images	IEEE Transactions on Medical Imaging	2002	348
17	Space-time-frequency coded OFDM over frequency-selective fading channels	IEEE Transactions on Signal Processing	2002	306
18	Selective Loss of Inner Retinal Layer Thickness in Type 1 Diabetic Patients with Minimal Diabetic Retinopathy	IEEE Transactions on Signal Processing	2009	304
19	Intraretinal Layer Segmentation of Macular Optical Coherence Tomography Images Using Optimal 3-D Graph Search	IEEE Transactions on Medical Imaging	2008	300
20	Decreased Retinal Ganglion Cell Layer Thickness in Patients with Type 1 Diabetes	IEEE Transactions on Medical Imaging	2010	294
21	Multistage hybrid active appearance model matching: segmentation of left and right ventricles in cardiac MR images	IEEE Transactions on Medical Imaging	2001	290
22	Linear constellation precoding for OFDM with maximum multipath diversity and coding gains	IEEE Transactions on Communications	2003	285
23	Large magnetoresistance at room temperature in semiconducting polymer sandwich devices	New Journal of Physics	2004	282
24	A blind approach to the Hammerstein–Wiener model identification	Automatica	2002	277
25	Registration-based estimates of local lung tissue expansion compared to xenon CT measures of specific ventilation	Medical Image Analysis	2008	273
26	Early Neurodegeneration in the Retina of Type 2 Diabetic Patients	Medical Image Analysis	2012	273
27	SimpleITK Image-Analysis Notebooks: a Collaborative Environment for Education and Reproducible Research	Journal of Digital Imaging	2018	263
28	Quantification of Pulmonary Emphysema from Lung Computed Tomography Images	American Journal of Respiratory and Critical Care Medicine	1997	257
29	Automatic segmentation of echocardiographic sequences by active appearance motion models	IEEE Transactions on Medical Imaging	2002	257
30	A survey on skeletonization algorithms and their applications	Pattern Recognition Letters	2016	256
31	Retinal Image Analysis Using Curvelet Transform and Multistructure Elements Morphology by Reconstruction	IEEE Transactions on Biomedical Engineering	2011	243
32	Intrathoracic airway trees: segmentation and airway morphology analysis from low-dose CT scans	IEEE Transactions on Medical Imaging	2005	236
33	Sequential synchronization of two Lorenz systems using active control	Chaos, Solitons and Fractals	2000	229
34	DTIPrep: quality control of diffusion-weighted images	Frontiers in Neuroinformatics	2014	221
35	Interstitial Lung Disease	American Journal of Respiratory and Critical Care Medicine	1999	220
36	Identification of linear systems with hard input nonlinearities of known structure	Automatica	2002	218
37	Source Localization in Wireless Sensor Networks From Signal Time-of-Arrival Measurements	IEEE Transactions on Signal Processing	2011	217
38	A comprehensive review of deep learning applications in hydrology and water resources	Water Science and Technology	2020	216
39	Computer Recognition of Regional Lung Disease Patterns	American Journal of Respiratory and Critical Care Medicine	1999	209
40	Distributed Transmit Beamforming Using Feedback Control	IEEE Transactions on Information Theory	2010	205
41	A Fully Parallel 3D Thinning Algorithm and Its Applications	Computer Vision and Image Understanding	1996	199
42	Incorporating language phenotypes strengthens evidence of linkage to autism	American Journal of Medical Genetics Part A	2001	192
43	Probabilistic robustness analysis: Explicit bounds for the minimum number of samples	Systems and Control Letters	1997	190
44	LOGISMOS—Layered Optimal Graph Image Segmentation of Multiple Objects and Surfaces: Cartilage Segmentation in the Knee Joint	IEEE Transactions on Medical Imaging	2010	190
45	Three-Dimensional Analysis of Retinal Layer Texture: Identification of Fluid-Filled Regions in SD-OCT of the Macula	IEEE Transactions on Medical Imaging	2010	186
46	COMPACTEST: a method to generate compact test sets for combinational circuits	IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems	1993	180
47	Retrospective evaluation of intersubject brain registration	IEEE Transactions on Medical Imaging	2003	179
48	Convergence of the Iterative Hammerstein System Identification Algorithm	IEEE Transactions on Automatic Control	2004	178
49	Circumnavigation Using Distance Measurements Under Slow Drift	IEEE Transactions on Automatic Control	2012	177
50	Extraction of Airways From CT (EXACT'09)	IEEE Transactions on Medical Imaging	2012	173

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