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Milan Sonka
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Image processing, analysis, and machine vision
M Sonka, V Hlavac, R Boyle
Cengage Learning, 2014
109512014
3D Slicer as an image computing platform for the Quantitative Imaging Network
A Fedorov, R Beichel, J Kalpathy-Cramer, J Finet, JC Fillion-Robin, ...
Magnetic resonance imaging 30 (9), 1323-1341, 2012
58392012
Retinal imaging and image analysis
MD AbrÓmoff, MK Garvin, M Sonka
IEEE reviews in biomedical engineering 3, 169-208, 2010
14152010
Deep-COVID: Predicting COVID-19 from chest X-ray images using deep transfer learning
S Minaee, R Kafieh, M Sonka, S Yazdani, GJ Soufi
Medical image analysis 65, 101794, 2020
8592020
Handbook of medical imaging
J Beutel
Spie Press, 2000
855*2000
Optimal surface segmentation in volumetric images-a graph-theoretic approach
K Li, X Wu, DZ Chen, M Sonka
IEEE transactions on pattern analysis and machine intelligence 28 (1), 119-134, 2005
8312005
Handbook of medical imaging: Volume 2, Medical image processing and analysis
M Sonka, JM Fitzpatrick
SPIE, 2000
7402000
Automated 3-D intraretinal layer segmentation of macular spectral-domain optical coherence tomography images
MK Garvin, MD Abramoff, X Wu, SR Russell, TL Burns, M Sonka
IEEE transactions on medical imaging 28 (9), 1436-1447, 2009
6792009
Effect of endothelial shear stress on the progression of coronary artery disease, vascular remodeling, and in-stent restenosis in humans: in vivo 6-month follow-up study
PH Stone, AU Coskun, S Kinlay, ME Clark, M Sonka, A Wahle, OJ Ilegbusi, ...
Circulation 108 (4), 438-444, 2003
5282003
3-D active appearance models: segmentation of cardiac MR and ultrasound images
SC Mitchell, JG Bosch, BPF Lelieveldt, RJ Van der Geest, JHC Reiber, ...
IEEE transactions on medical imaging 21 (9), 1167-1178, 2002
5202002
Retinal neurodegeneration may precede microvascular changes characteristic of diabetic retinopathy in diabetes mellitus
EH Sohn, HW van Dijk, C Jiao, PHB Kok, W Jeong, N Demirkaya, ...
Proceedings of the National Academy of Sciences 113 (19), E2655-E2664, 2016
4962016
Multistage hybrid active appearance model matching: segmentation of left and right ventricles in cardiac MR images
SC Mitchell, BPF Lelieveldt, RJ Van Der Geest, HG Bosch, JHC Reiver, ...
IEEE Transactions on medical imaging 20 (5), 415-423, 2001
4412001
Selective loss of inner retinal layer thickness in type 1 diabetic patients with minimal diabetic retinopathy
HW Van Dijk, PHB Kok, M Garvin, M Sonka, JH DeVries, RPJ Michels, ...
Investigative ophthalmology & visual science 50 (7), 3404-3409, 2009
4382009
Decreased retinal ganglion cell layer thickness in patients with type 1 diabetes
HW Van Dijk, FD Verbraak, PHB Kok, MK Garvin, M Sonka, K Lee, ...
Investigative ophthalmology & visual science 51 (7), 3660-3665, 2010
4092010
Intraretinal layer segmentation of macular optical coherence tomography images using optimal 3-D graph search
MK Garvin, MD AbrÓmoff, R Kardon, SR Russell, X Wu, M Sonka
IEEE transactions on medical imaging 27 (10), 1495-1505, 2008
4072008
Early neurodegeneration in the retina of type 2 diabetic patients
HW Van Dijk, FD Verbraak, PHB Kok, M Stehouwer, MK Garvin, M Sonka, ...
Investigative ophthalmology & visual science 53 (6), 2715-2719, 2012
4012012
Intrathoracic airway trees: segmentation and airway morphology analysis from low-dose CT scans
J Tschirren, EA Hoffman, G McLennan, M Sonka
IEEE transactions on medical imaging 24 (12), 1529-1539, 2005
3942005
Automatic segmentation of echocardiographic sequences by active appearance motion models
JG Bosch, SC Mitchell, BPF Lelieveldt, F Nijland, O Kamp, M Sonka, ...
IEEE transactions on medical imaging 21 (11), 1374-1383, 2002
3882002
Quantification of pulmonary emphysema from lung computed tomography images
R Uppaluri, T Mitsa, M Sonka, EA Hoffman, G McLennan
American journal of respiratory and critical care medicine 156 (1), 248-254, 1997
3531997
A fully parallel 3D thinning algorithm and its applications
CM Ma, M Sonka
Computer vision and image understanding 64 (3), 420-433, 1996
3521996
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Articles 1–20