Milan Sonka - Citegraph

Author Info

Name	Affiliation	Papers
MILAN SONKA	Department of Electrical and Computer Engineering, the University of Iowa, Iowa City, USA	195
Collaborators	Citations	PageRank
327	2889	254.20
Referers	Referees	References
5706	2261	1667

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Publications (100 rows)

Collaborators (100 rows)

Referers (100 rows)

Referees (100 rows)

Title	Citations	PageRank	Year
Large-scale Robust Deep AUC Maximization - A New Surrogate Loss and Empirical Studies on Medical Image Classification.	0	0.34	2021
Quantitative 3D Analysis of Coronary Wall Morphology in Heart Transplant Patients: OCT-Assessed Cardiac Allograft Vasculopathy Progression.	1	0.41	2018
Predicting Locations of High-Risk Plaques in Coronary Arteries in Patients Receiving Statin Therapy.	0	0.34	2018
CorteXpert: A model-based method for automatic renal cortex segmentation.	3	0.41	2017
Development Of A Radiobiological Evaluation Tool To Assess The Expected Clinical Impacts Of Contouring Accuracy Between Manual And Semi-Automated Segmentation Algorithms	0	0.34	2017
Graph-based segmentation of abnormal nuclei in cervical cytology.	5	0.46	2017
A machine-learning graph-based approach for 3D segmentation of Bruch's membrane opening from glaucomatous SD-OCT volumes.	0	0.34	2017
Statistical Shape Analysis Of Automatically Segmented Femur Bones: Data From The Osteoarthritis Initiative	0	0.34	2016
Comprehensive serial study of dynamic remodeling of atherosclerotic coronary arteries using IVUS	0	0.34	2016
Hedgehog Shape Priors For Multi-Object Segmentation	4	0.39	2016
Automated Segmentation of Knee MRI Using Hierarchical Classifiers and Just Enough Interaction Based Learning: Data from Osteoarthritis Initiative.	1	0.39	2016
Optimal retinal cyst segmentation from OCT images.	3	0.47	2016
Location-Specific Prediction Of Vulnerable Plaque Using Ivus, Virtual Histology, And Spatial Context	1	0.36	2016
Improved segmentation of abnormal cervical nuclei using a graph-search based approach	0	0.34	2015
Stratified Sampling Voxel Classification for Segmentation of Intraretinal and Subretinal Fluid in Longitudinal Clinical OCT Data	9	0.61	2015
Automated 3-D retinal layer segmentation of macular optical coherence tomography images with serous pigment epithelial detachments.	20	1.34	2015
Simultaneous Registration of Location and Orientation in Intravascular Ultrasound Pullbacks Pairs via 3D Graph-Based Optimization	5	0.48	2015
Joint registration of location and orientation of intravascular ultrasound pullbacks using a 3D graph based method	2	0.40	2015
Fast and memory-efficient LOGISMOS graph search for intraretinal layer segmentation of 3D macular OCT scans	0	0.34	2015
Multi-surface and multi-field co-segmentation of 3-D retinal optical coherence tomography.	5	0.48	2014
Automated surface segmentation of internal limiting membrane in spectral-domain optical coherence tomography volumes with a deep cup using a 3-D range expansion approach	3	0.44	2014
LOGISMOS-B: layered optimal graph image segmentation of multiple objects and surfaces for the brain.	9	0.58	2014
Intra-Retinal Layer Segmentation Of Optical Coherence Tomography Using Diffusion Map	2	0.38	2013
Thickness Mapping of Eleven Retinal Layers in Normal Eyes Using Spectral Domain Optical Coherence Tomography.	0	0.34	2013
Optimal multiple surface segmentation with shape and context priors.	27	1.45	2013
Graph-based 4D lung segmentation in CT images with expert-guided computer-aided refinement	2	0.42	2013
Incorporation of texture-based features in optimal graph-theoretic approach with application to the 3D segmentation of intraretinal surfaces in SD-OCT volumes	1	0.37	2012
Improved tensor scale computation with application to medical image interpolation.	1	0.35	2011
Signal Processing In Medical Imaging And Image-Guided Intervention	0	0.34	2011
Region detection by minimizing intraclass variance with geometric constraints, global optimality, and efficient approximation.	5	0.44	2011
Efficient algorithms for segmenting globally optimal and smooth multi-surfaces.	4	0.46	2011
Faster segmentation algorithm for optical coherence tomography images with guaranteed smoothness	3	0.45	2011
Segmentation of the optic disc in 3-D OCT scans of the optic nerve head.	33	1.90	2010
4-D cardiac MR image analysis: left and right ventricular morphology and function.	58	1.95	2010
Multi-scale topo-morphometric opening of arteries and veins: an evaluative study via pulmonary CT imaging	2	0.40	2010
Multiscale topo-morphologic opening of arteries and veins: a validation study on phantoms and CT imaging of pulmonary vessel casting of pigs	0	0.34	2010
A new osteophyte segmentation method with applications to an anterior cruciate ligament transection rabbit femur model via micro-CT imaging	0	0.34	2010
Topomorphologic Separation of Fused Isointensity Objects via Multiscale Opening: Separating Arteries and Veins in 3-D Pulmonary CT	7	0.51	2010
Automated 3-D Intraretinal Layer Segmentation of Macular Spectral-Domain Optical Coherence Tomography Images.	80	5.41	2009
A novel multiscale topo-morphometric approach for separating arteries and veins via pulmonary CT imaging	0	0.34	2009
Optimal graph search based image segmentation for objects with complex topologies	2	0.43	2009
Electric Field Theory Motivated Graph Construction for Optimal Medical Image Segmentation	8	0.66	2009
Globally optimal 3D graph search incorporating both edge and regional information: application to aortic MR image segmentation	0	0.34	2009
Recent improvements in tensor scale computation and its applications to medical imaging	1	0.35	2009
Segmentation of Pulmonary Vascular Trees from Thoracic 3D CT Images.	14	0.97	2009
Medical Biometrics, First International Conference, ICMB 2008, Hong Kong, China, January 4-5, 2008, Proceedings	40	5.49	2008
Active index model: a unique approach for regional quantitative morphometry in longitudinal and cross-sectional studies	1	0.36	2007
Automated Segmentation of Intraretinal Layers from Macular Optical Coherence Tomography Images	7	1.60	2007
A new method for spherical object detection and its application to computer aided detection of pulmonary nodules in CT images.	6	0.67	2007
Use of varying constraints in optimal 3-D graph search for segmentation of macular optical coherence tomography images.	7	1.16	2007

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