Milan Sonka

Shanhui Sun, Milan Sonka, Reinhard Beichel: Lung segmentation refinement based on optimal surface finding utilizing a hybrid desktop/virtual reality user interface. Comp. Med. Imag. and Graph. 37(1): 15-27 (2013)

Qi Song, Junjie Bai, Mona Kathryn Garvin, Milan Sonka, John M. Buatti, Xiaodong Wu: Optimal Multiple Surface Segmentation With Shape and Context Priors. IEEE Trans. Med. Imaging 32(2): 376-386 (2013)

Xiaomin Liu, Danny Z. Chen, Merryn H. Tawhai, Xiaodong Wu, Eric A. Hoffman, Milan Sonka: Optimal Graph Search Based Segmentation of Airway Tree Double Surfaces Across Bifurcations. IEEE Trans. Med. Imaging 32(3): 493-510 (2013)

Xinjian Chen, Meindert Niemeijer, Li Zhang, Kyungmoo Lee, Michael D. Abràmoff, Milan Sonka: Three-Dimensional Segmentation of Fluid-Associated Abnormalities in Retinal OCT: Probability Constrained Graph-Search-Graph-Cut. IEEE Trans. Med. Imaging 31(8): 1521-1531 (2012)

Rahele Kafieh, Hossein Rabbani, Michael D. Abràmoff, Milan Sonka: Intra-Retinal Layer Segmentation of 3D Optical Coherence Tomography Using Coarse Grained Diffusion Map. CoRR abs/1210.0310 (2012)

Ziyue Xu, Milan Sonka, Punam K. Saha: Improved tensor scale computation with application to medical image interpolation. Comp. Med. Imag. and Graph. 35(1): 64-80 (2011)

Punam K. Saha, Guoyuan Liang, Jacob M. Elkins, Alexandre Coimbra, Le Thi Duong, Donald S. Williams, Milan Sonka: A New Osteophyte Segmentation Algorithm Using the Partial Shape Model and Its Applications to Rabbit Femur Anterior Cruciate Ligament Transection via Micro-CT Imaging. IEEE Trans. Biomed. Engineering 58(8): 2212-2227 (2011)

Xiaodong Wu, Xin Dou, Andreas Wahle, Milan Sonka: Region Detection by Minimizing Intraclass Variance With Geometric Constraints, Global Optimality, and Efficient Approximation. IEEE Trans. Med. Imaging 30(3): 814-827 (2011)

Xiayu Xu, Meindert Niemeijer, Qi Song, Milan Sonka, Mona Kathryn Garvin, Joseph M. Reinhardt, Michael D. Abràmoff: Vessel Boundary Delineation on Fundus Images Using Graph-Based Approach. IEEE Trans. Med. Imaging 30(6): 1184-1191 (2011)

Dongfeng Han, John E. Bayouth, Qi Song, Sudershan Bhatia, Milan Sonka, Xiaodong Wu: Feature guided motion artifact reduction with structure-awareness in 4D CT images. CVPR 2011: 1057-1064

Milan Sonka: Signal processing in medical imaging and image-guided intervention. ICASSP 2011: 5756-5759

Qi Song, Mingqing Chen, Junjie Bai, Milan Sonka, Xiaodong Wu: Surface-Region Context in Optimal Multi-object Graph-Based Segmentation: Robust Delineation of Pulmonary Tumors. IPMI 2011: 61-72

Lei Xu, Branislav Stojkovic, Yongding Zhu, Qi Song, Xiaodong Wu, Milan Sonka, Jinhui Xu: Efficient Algorithms for Segmenting Globally Optimal and Smooth Multi-surfaces. IPMI 2011: 208-220

Dongfeng Han, John E. Bayouth, Qi Song, Aakant Taurani, Milan Sonka, John M. Buatti, Xiaodong Wu: Globally Optimal Tumor Segmentation in PET-CT Images: A Graph-Based Co-segmentation Method. IPMI 2011: 245-256

Matt Gibson, Dongfeng Han, Milan Sonka, Xiaodong Wu: Maximum Weight Digital Regions Decomposable into Digital Star-Shaped Regions. ISAAC 2011: 724-733

Panfang Hua, Qi Song, Milan Sonka, Eric A. Hoffman, Joseph M. Reinhardt: Segmentation of pathological and diseased lung tissue in CT images using a graph-search algorithm. ISBI 2011: 2072-2075

Lei Xu, Branislav Stojkovic, Hu Ding, Qi Song, Xiaodong Wu, Milan Sonka, Jinhui Xu: Faster Segmentation Algorithm for Optical Coherence Tomography Images with Guaranteed Smoothness. MLMI 2011: 308-316

Kyungmoo Lee, Ryan K. Johnson, Yin Yin, Andreas Wahle, Mark E. Olszewski, Thomas D. Scholz, Milan Sonka: Three-dimensional thrombus segmentation in abdominal aortic aneurysms using graph search based on a triangular mesh. Comp. in Bio. and Med. 40(3): 271-278 (2010)

Kyungmoo Lee, Meindert Niemeijer, Mona Kathryn Garvin, Young H. Kwon, Milan Sonka, Michael D. Abràmoff: Segmentation of the Optic Disc in 3-D OCT Scans of the Optic Nerve Head. IEEE Trans. Med. Imaging 29(1): 159-168 (2010)

Honghai Zhang, Andreas Wahle, Ryan K. Johnson, Thomas D. Scholz, Milan Sonka: 4-D Cardiac MR Image Analysis: Left and Right Ventricular Morphology and Function. IEEE Trans. Med. Imaging 29(2): 350-364 (2010)

Milan Sonka: Editorial. IEEE Trans. Med. Imaging 29(3): 581-582 (2010)

Punam K. Saha, Zhiyun Gao, Sara K. Alford, Milan Sonka, Eric A. Hoffman: Topomorphologic Separation of Fused Isointensity Objects via Multiscale Opening: Separating Arteries and Veins in 3-D Pulmonary CT. IEEE Trans. Med. Imaging 29(3): 840-851 (2010)

Gwénolé Quellec, Kyungmoo Lee, Martin Dolejsi, Mona Kathryn Garvin, Michael D. Abràmoff, Milan Sonka: Three-Dimensional Analysis of Retinal Layer Texture: Identification of Fluid-Filled Regions in SD-OCT of the Macula. IEEE Trans. Med. Imaging 29(6): 1321-1330 (2010)

Yin Yin, Xiangmin Zhang, Rachel Williams, Xiaodong Wu, Donald D. Anderson, Milan Sonka: LOGISMOS - Layered Optimal Graph Image Segmentation of Multiple Objects and Surfaces: Cartilage Segmentation in the Knee Joint. IEEE Trans. Med. Imaging 29(12): 2023-2037 (2010)

Dongfeng Han, Milan Sonka, John E. Bayouth, Xiaodong Wu: Optimal multiple-seams search for image resizing with smoothness and shape prior. The Visual Computer 26(6-8): 749-759 (2010)

Qi Song, Xiaodong Wu, Yunlong Liu, Milan Sonka, Mona Kathryn Garvin: Simultaneous searching of globally optimal interacting surfaces with shape priors. CVPR 2010: 2879-2886

Honghai Zhang, Ademola K. Abiose, Dwayne N. Campbelz, Milan Sonka, James B. Martins, Andreas Wahle: Shape and motion analysis of left ventricle dyssynchrony from real-time 3D echocardiography. ISBI 2010: 616-619

Zhiyun Gao, Colin Holtze, Randall Grout, Milan Sonka, Eric A. Hoffman, Punam K. Saha: Multi-scale Topo-morphometric Opening of Arteries and Veins: An Evaluative Study via Pulmonary CT Imaging. ISVC (3) 2010: 129-138

Dongfeng Han, John E. Bayouth, Sudershan Bhatia, Milan Sonka, Xiaodong Wu: Motion Artifact Reduction in 4D Helical CT: Graph-Based Structure Alignment. MCV 2010: 63-73

Qi Song, Yinxiao Liu, Yunlong Liu, Punam K. Saha, Milan Sonka, Xiaodong Wu: Graph Search with Appearance and Shape Information for 3-D Prostate and Bladder Segmentation. MICCAI (3) 2010: 172-180

David Zhang, Milan Sonka (Eds.): Medical Biometrics, Second International Conference, ICMB 2010, Hong Kong, China, June 28-30, 2010. Proceedings. Lecture Notes in Computer Science 6165, Springer 2010, isbn 978-3-642-13922-2

Hidenori Shikata, Geoffrey McLennan, Eric A. Hoffman, Milan Sonka: Segmentation of Pulmonary Vascular Trees from Thoracic 3D CT Images. Int. J. Biomedical Imaging 2009 (2009)

Fei Zhao, Honghai Zhang, Andreas Wahle, Matthew T. Thomas, Alan Stolpen, Thomas D. Scholz, Milan Sonka: Congenital aortic disease: 4D magnetic resonance segmentation and quantitative analysis. Medical Image Analysis 13(3): 483-493 (2009)

Mona Kathryn Garvin, Michael D. Abràmoff, Xiaodong Wu, Stephen R. Russell, Trudy L. Burns, Milan Sonka: Automated 3-D Intraretinal Layer Segmentation of Macular Spectral-Domain Optical Coherence Tomography Images. IEEE Trans. Med. Imaging 28(9): 1436-1447 (2009)

Yin Yin, Qi Song, Milan Sonka: Electric Field Theory Motivated Graph Construction for Optimal Medical Image Segmentation. GbRPR 2009: 334-342

Dongfeng Han, Xiaodong Wu, Milan Sonka: Optimal multiple surfaces searching for video/image resizing - a graph-theoretic approach. ICCV 2009: 1026-1033

Qi Song, Xiaodong Wu, Yunlong Liu, Mark Smith, John M. Buatti, Milan Sonka: Optimal Graph Search Segmentation Using Arc-Weighted Graph for Simultaneous Surface Detection of Bladder and Prostate. MICCAI (1) 2009: 827-835

Milan Sonka, Václav Hlavác, Roger Boyle: Image processing, analysis and and machine vision (3. ed.). Thomson 2008, isbn 978-0-495-24438-7, pp. I-XXV, 1-829

Mona Kathryn Garvin, Michael D. Abràmoff, Randy Kardon, Stephen R. Russell, Xiaodong Wu, Milan Sonka: Intraretinal Layer Segmentation of Macular Optical Coherence Tomography Images Using Optimal 3-D Graph Search. IEEE Trans. Med. Imaging 27(10): 1495-1505 (2008)

Xin Dou, Xiaodong Wu, Andreas Wahle, Milan Sonka: Globally optimal surface segmentation using regional properties of segmented objects. CVPR 2008

Milan Sonka: Knowledge-Based Approaches to Quantitative Medical Image Analysis and Image-Based Decision Making. FAW 2008: 3

Xiaodong Wu, Danny Z. Chen, Kang Li, Milan Sonka: The Layered Net Surface Problems in Discrete Geometry and Medical Image Segmentation. Int. J. Comput. Geometry Appl. 17(3): 261-296 (2007)

Mona Haeker, Xiaodong Wu, Michael D. Abràmoff, Randy Kardon, Milan Sonka: Incorporation of Regional Information in Optimal 3-D Graph Search with Application for Intraretinal Layer Segmentation of Optical Coherence Tomography Images. IPMI 2007: 607-618

Milan Sonka, Juerg Tschirren, Soumik Ukil, X. Zhang, Ye Xu, Joseph M. Reinhardt, Edwin J. R. van Beek, Geoffrey McLennan, Eric A. Hoffman: Pulmonary CT Image Analysis and Computer Aided Detection. ISBI 2007: 500-503

Mona Haeker, Michael D. Abràmoff, Xiaodong Wu, Randy Kardon, Milan Sonka: Use of Varying Constraints in Optimal 3-D Graph Search for Segmentation of Macular Optical Coherence Tomography Images. MICCAI (1) 2007: 244-251

Xiangwei Zhang, Jonathan Stoeckel, Matthias Wolf, Pascal Cathier, Geoffrey McLennan, Eric A. Hoffman, Milan Sonka: A New Method for Spherical Object Detection and Its Application to Computer Aided Detection of Pulmonary Nodules in CT Images. MICCAI (1) 2007: 842-849

Kálmán Palágyi, Juerg Tschirren, Eric A. Hoffman, Milan Sonka: Quantitative analysis of pulmonary airway tree structures. Comp. in Bio. and Med. 36(9): 974-996 (2006)

Andreas Wahle, John J. Lopez, Mark E. Olszewski, Sarah C. Vigmostad, Krishnan B. Chandran, James D. Rossen, Milan Sonka: Plaque development, vessel curvature, and wall shear stress in coronary arteries assessed by X-ray angiography and intravascular ultrasound. Medical Image Analysis 10(4): 615-631 (2006)

Kang Li, Xiaodong Wu, Danny Z. Chen, Milan Sonka: Optimal Surface Segmentation in Volumetric Images-A Graph-Theoretic Approach. IEEE Trans. Pattern Anal. Mach. Intell. 28(1): 119-134 (2006)

Ye Xu, Milan Sonka, Geoffrey McLennan, Junfeng Guo, Eric A. Hoffman: MDCT-based 3-D texture classification of emphysema and early smoking related lung pathologies. IEEE Trans. Med. Imaging 25(4): 464-475 (2006)

Elco Oost, Gerhard Koning, Milan Sonka, Pranobe V. Oemrawsingh, Johan H. C. Reiber, Boudewijn P. F. Lelieveldt: Automated contour detection in X-ray left ventricular angiograms using multiview active appearance models and dynamic programming. IEEE Trans. Med. Imaging 25(9): 1158-1171 (2006)

Fei Zhao, Honghai Zhang, Andreas Wahle, Thomas D. Scholz, Milan Sonka: Automated 4D Segmentation of Aortic Magnetic Resonance Images. BMVC 2006: 247-256

Michael Sass Hansen, Fei Zhao, Honghai Zhang, Nicholas E. Walker, Andreas Wahle, Thomas D. Scholz, Milan Sonka: Detection of Connective Tissue Disorders from 3D Aortic MR Images Using Independent Component Analysis. CVAMIA 2006: 13-24

Mona Haeker, Michael D. Abràmoff, Randy Kardon, Milan Sonka: Segmentation of the Surfaces of the Retinal Layer from OCT Images. MICCAI (1) 2006: 800-807

Reinhard Beichel, Milan Sonka (Eds.): Computer Vision Approaches to Medical Image Analysis, Second International ECCV Workshop, CVAMIA 2006, Graz, Austria, May 12, 2006 Revised Papers. Lecture Notes in Computer Science 4241, Springer 2006, isbn 3-540-46257-0

Reinhard Beichel, Horst Bischof, Franz Leberl, Milan Sonka: Robust active appearance models and their application to medical image analysis. IEEE Trans. Med. Imaging 24(9): 1151-1169 (2005)

Juerg Tschirren, Eric A. Hoffman, Geoffrey McLennan, Milan Sonka: Intrathoracic airway trees: segmentation and airway morphology analysis from low-dose CT scans. IEEE Trans. Med. Imaging 24(12): 1529-1539 (2005)

Juerg Tschirren, Geoffrey McLennan, Kálmán Palágyi, Eric A. Hoffman, Milan Sonka: Matching and anatomical labeling of human airway tree. IEEE Trans. Med. Imaging 24(12): 1540-1547 (2005)

Reinhard Beichel, Horst Bischof, Georg Langs, Milan Sonka: A Robust Matching Algorithm for Active Appearance Models. Bildverarbeitung für die Medizin 2005: 355-359

Andreas Wahle, John J. Lopez, Mark E. Olszewski, Sarah C. Vigmostad, Krishnan B. Chandran, James D. Rossen, Milan Sonka: Analysis of the Interdependencies Among Plaque Development, Vessel Curvature, and Wall Shear Stress in Coronary Arteries. FIMH 2005: 12-22

Elco Oost, Gerhard Koning, Milan Sonka, Johan H. C. Reiber, Boudewijn P. F. Lelieveldt: Automated Segmentation of X-ray Left Ventricular Angiograms Using Multi-View Active Appearance Models and Dynamic Programming. FIMH 2005: 23-32

Reinhard Beichel, Horst Bischof, Franz Leberl, Milan Sonka: Robust Active Appearance Model Matching. IPMI 2005: 114-125

Kang Li, Steven Millington, Xiaodong Wu, Danny Z. Chen, Milan Sonka: Simultaneous Segmentation of Multiple Closed Surfaces Using Optimal Graph Searching. IPMI 2005: 406-417

Xiangwei Zhang, Geoffrey McLennan, Eric A. Hoffman, Milan Sonka: Automated Detection of Small-Size Pulmonary Nodules Based on Helical CT Images. IPMI 2005: 664-676

Xiaodong Wu, Danny Z. Chen, Kang Li, Milan Sonka: The Layered Net Surface Problems in Discrete Geometry and Medical Image Segmentation. ISAAC 2005: 17-27

Fuxing Yang, Michael A. Mackey, Fiorenza Ianzini, Greg Gallardo, Milan Sonka: Cell Segmentation, Tracking, and Mitosis Detection Using Temporal Context. MICCAI 2005: 302-309

Gary E. Christensen, Milan Sonka (Eds.): Information Processing in Medical Imaging, 19th International Conference, IPMI 2005, Glenwood Springs, CO, USA, July 10-15, 2005, Proceedings. Lecture Notes in Computer Science 3565, Springer 2005, isbn 3-540-26545-7

Andreas Wahle, Mark E. Olszewski, Milan Sonka: Interactive virtual endoscopy in coronary arteries based on multimodality fusion. IEEE Trans. Med. Imaging 23(11): 1391-1403 (2004)

Mark E. Olszewski, Andreas Wahle, Steven C. Mitchell, Milan Sonka: Segmentation of intravascular ultrasound images: a machine learning approach mimicking human vision. CARS 2004: 1045-1049

Honghai Zhang, Liping Bu, Alan Stolpen, Milan Sonka, Shuping Ge: Real-time three-dimensional digital Doppler method based on Gaussian control surface for measurement of flow volumes. CARS 2004: 1084-1089

Kang Li, Xiaodong Wu, Danny Z. Chen, Milan Sonka: Globally Optimal Segmentation of Interacting Surfaces with Geometric Constraints. CVPR (1) 2004: 394-399

Kálmán Palágyi, Juerg Tschirren, Eric A. Hoffman, Milan Sonka: Assessment of Intrathoracic Airway Trees: Methods and In Vivo Validation. ECCV Workshops CVAMIA and MMBIA 2004: 341-352

Andreas Wahle, Mark E. Olszewski, Sarah C. Vigmostad, Kathleen Braddy, Theresa Brennan, James D. Rossen, Krishnan B. Chandran, Milan Sonka, Rubén Medina, A. Coskun, Charles Feldman, Peter Stone: Quantitative Analysis of Circumferential Plaque Distribution in Human Coronary Arteries in Relation to Local Vessel Curvature. ISBI 2004: 531-534

Milan Sonka, Ioannis A. Kakadiaris, Jan Kybic (Eds.): Computer Vision and Mathematical Methods in Medical and Biomedical Image Analysis, ECCV 2004 Workshops CVAMIA and MMBIA, Prague, Czech Republic, May 15, 2004, Revised Selected Papers. Lecture Notes in Computer Science 3117, Springer 2004, isbn 3-540-22675-3

Jirí Jan, Milan Sonka, Ivo Provaznik: Editorial. EURASIP J. Adv. Sig. Proc. 2003(5): 403-404 (2003)

Andreas Wahle, John J. Lopez, Edward C. Pennington, Sanford L. Meeks, Kathleen Braddy, James M. Fox, Theresa Brennan, John M. Buatti, James D. Rossen, Milan Sonka: Effects of vessel geometry and catheter position on dose delivery in intracoronary brachytherapy. IEEE Trans. Biomed. Engineering 50(11): 1286-1295 (2003)

Alexander Bornik, Reinhard Beichel, Bernhard Reitinger, Georg Gotschuli, Erich Sorantin, Franz Leberl, Milan Sonka: Computer Aided Liver Surgery Planning Based on Augmented Reality Techniques. Bildverarbeitung für die Medizin 2003: 249-253

Milan Sonka, Johan G. Bosch, Boudewijn P. F. Lelieveldt, Steven C. Mitchell, Johan H. C. Reiber: Computer-aided diagnosis via model-based shape analysis: cardiac. CARS 2003: 1013-1018

Mark E. Olszewski, Andreas Wahle, Rubén Medina, Steven C. Mitchell, Milan Sonka: Integrated system for quantitative analysis of coronary plaque via data fusion of biplane angiography and intravascular ultrasound. CARS 2003: 1117-1122

Boudewijn P. F. Lelieveldt, Mehmet Üzümcü, Rob J. van der Geest, Johan H. C. Reiber, Milan Sonka: Multi-view active appearance models for consistent segmentation of multiple standard views: application to long and short-axis cardiac MR images. CARS 2003: 1141-1146

Kálmán Palágyi, Juerg Tschirren, Milan Sonka: Quantitative Analysis of Intrathoracic Airway Trees: Methods and Validation. IPMI 2003: 222-233

C. R. Oost, Boudewijn P. F. Lelieveldt, Mehmet Üzümcü, Hildo J. Lamb, Johan H. C. Reiber, Milan Sonka: Multi-view Active Appearance Models: Application to X-Ray LV Angiography and Cardiac MRI. IPMI 2003: 234-245

Mehmet Üzümcü, Alejandro F. Frangi, Milan Sonka, Johan H. C. Reiber, Boudewijn P. F. Lelieveldt: ICA vs. PCA Active Appearance Models: Application to Cardiac MR Segmentation. MICCAI (1) 2003: 451-458

Steven C. Mitchell, Johan G. Bosch, Boudewijn P. F. Lelieveldt, Rob J. van der Geest, Johan H. C. Reiber, Milan Sonka: 3-D Active Appearance Models: Segmentation of Cardiac MR and Ultrasound Images. IEEE Trans. Med. Imaging 21(9): 1167-1178 (2002)

Milan Sonka, Michael Grunkin: Image Processing and Analysis in Drug Discovery and Clinical Trials. IEEE Trans. Med. Imaging 21(10): 1209-1211 (2002)

Milan Sonka, Weidong Liang, Ronald M. Lauer: Automated Analysis of Brachial Ultrasound Image Sequences: Early Detection of Cardiovascular Disease via Surrogates of Endothelial Function. IEEE Trans. Med. Imaging 21(10): 1271-1279 (2002)

Johan G. Bosch, Steven C. Mitchell, Boudewijn P. F. Lelieveldt, Francisca Nijland, Otto Kamp, Milan Sonka, Johan H. C. Reiber: Automatic Segmentation of Echocardiographic Sequences by Active Appearance Motion Models. IEEE Trans. Med. Imaging 21(11): 1374-1383 (2002)

Christian Schulze-Bauer, M. Auer, Rudolf Stollberger, P. Regitnig, Milan Sonka, Gerhard Holzapfel: Assessment of plaque stability by means of high-resolution MRI and finite element analyses of local stresses and strains. ISBI 2002: 449-452

Junfeng Guo, Joseph M. Reinhardt, Hiroko Kitaoka, Li Zhang, Milan Sonka, Geoffrey McLennan, Eric A. Hoffman: Integrated system for CT-based assessment of parenchymal lung disease. ISBI 2002: 871-874

Rubén Medina, Andreas Wahle, Mark E. Olszewski, Milan Sonka: Volumetric quantification of coronary arteries reconstructed by fusion between intravascular ultrasound and biplane angiography. ISBI 2002: 891-894

Hiroko Kitaoka, Yongsup Park, Juerg Tschirren, Joseph M. Reinhardt, Milan Sonka, Geoffrey McLennan, Eric A. Hoffman: Automated Nomenclature Labeling of the Bronchial Tree in 3D-CT Lung Images. MICCAI (2) 2002: 1-11

Juerg Tschirren, Kálmán Palágyi, Joseph M. Reinhardt, Eric A. Hoffman, Milan Sonka: Segmentation, Skeletonization, and Branchpoint Matching - A Fully Automated Quantitative Evaluation of Human Intrathoracic Airway Trees. MICCAI (2) 2002: 12-19

Milan Sonka, J. Michael Fitzpatrick: Handbook of Medical Imaging - Processing and Analysis I.N.. IEEE Trans. Med. Imaging 20(3): 249-250 (2001)

Steven C. Mitchell, Boudewijn P. F. Lelieveldt, Rob J. van der Geest, Johan G. Bosch, Johan H. C. Reiber, Milan Sonka: Multistage Hybrid Active Appearance Model Matching: Segmentation of Left and Right Ventricles in Cardiac MR Images. IEEE Trans. Med. Imaging 20(5): 415-423 (2001)

Juerg Tschirren, Ronald M. Lauer, Milan Sonka: Automated Analysis of Doppler Ultrasound Velocity Flow Diagrams. IEEE Trans. Med. Imaging 20(12): 1422-1425 (2001)

Milan Sonka: Cardiovascular image analysis: past, present and future. CARS 2001: 902-908

Andreas Wahle, Steven C. Mitchell, Sharan Ramaswamy, Krishnan B. Chandran, Milan Sonka: Visualization of human coronary arteries with quantification results from 3-D and 4-D computational hemodynamics based upon virtual endoscopy. CARS 2001: 923-929

Hans G. Bosch, Steven C. Mitchell, Boudewijn P. F. Lelieveldt, Francisca Nijland, Otto Kamp, Milan Sonka, Johan H. C. Reiber: Active Appearance - Motion Models for fully automated endocardial contour detection in time sequences of echocardiograms. CARS 2001: 941-947

Boudewijn P. F. Lelieveldt, Steven C. Mitchell, Rob J. van der Geest, Hans G. Bosch, Milan Sonka, Johan H. C. Reiber: Time continuous segmentation of cardiac MR images using Active Appearance Motion Models. CARS 2001: 961-966

Milan Sonka, Steven C. Mitchell, Boudewijn P. F. Lelieveldt, Johan G. Bosch, Rob J. van der Geest, Johan H. C. Reiber: Active Appearance Motion Model Segmentation. Workshop on Digital and Computational Video 2001: 64-68

Reinhard Beichel, Steven C. Mitchell, Erich Sorantin, Franz Leberl, A. Ardeshir Goshtasby, Milan Sonka: Shape- and appearance-based segmentation of volumetric medical images. ICIP (2) 2001: 589-592

Boudewijn P. F. Lelieveldt, Steven C. Mitchell, Johan G. Bosch, Rob J. van der Geest, Milan Sonka, Johan H. C. Reiber: Time-Continuous Segmentation of Cardiac Image Sequences Using Active Appearance Motion Models. IPMI 2001: 446-452

Joseph M. Reinhardt, Junfeng Guo, Li Zhang, D. Bilgen, Shiying Hu, R. Uppaluri, Ryan M. Long, O. I. Saba, Geoffrey McLennan, Milan Sonka, Eric A. Hoffman: Integrated System for Objective Assessment of Global and Regional Lung Structure. MICCAI 2001: 1384-1385

A. Ardeshir Goshtasby, Milan Sonka, Jayaram K. Udupa: Analysis of Volumetric Images. Computer Vision and Image Understanding 77(2): 79-83 (2000)

Marek Brejl, Milan Sonka: Directional 3D Edge Detection in Anisotropic Data: Detector Design and Performance Assessment. Computer Vision and Image Understanding 77(2): 84-110 (2000)

Boudewijn P. F. Lelieveldt, Milan Sonka, Lizann Bolinger, Thomas D. Scholz, Hein W. M. Kayser, Rob J. van der Geest, Johan H. C. Reiber: Anatomical Modeling with Fuzzy Implicit Surface Templates: Application to Automated Localization of the Heart and Lungs in Thoracic MR Volumes. Computer Vision and Image Understanding 80(1): 1-20 (2000)

Marek Brejl, Milan Sonka: Object Localization and Border Detection Criteria Design in Edge-Based Image Segmentation: Automated Learning from Examples. IEEE Trans. Med. Imaging 19(10): 973-985 (2000)

Marek Brejl, Milan Sonka: Automated Initialization and Automated Design of Border Detection Criteria in Edge-Based Image Segmentation. SSIAI 2000: 26-30

Mark E. Olszewski, Ryan M. Long, Steven C. Mitchell, Andreas Wahle, Milan Sonka: Quantitative Measurements in Geometrically Correct Representations of Coronary Vessels in 3-D and 4-D. SSIAI 2000: 259-263

Marek Brejl, Milan Sonka: Medical image segmentation: Automated design of border detection criteria from examples. J. Electronic Imaging 8(1): 54-64 (1999)

Andreas Wahle, Guido P. M. Prause, Steven C. DeJong, Milan Sonka: Geometrically Correct 3-D Reconstruction of Intravascular Ultrasound Images by Fusion with Biplane Angiography - Methods and Validation. IEEE Trans. Med. Imaging 18(8): 686-699 (1999)

Nicolae Duta, Milan Sonka, Anil K. Jain: Learning Shape Models from Examples Using Automatic Shape Clustering and Procrustes Analysis. IPMI 1999: 370-375

Boudewijn P. F. Lelieveldt, Milan Sonka, Lizann Bolinger, Thomas D. Scholz, Hein W. M. Kayser, Rob J. van der Geest, Johan H. C. Reiber: Anatomical Modeling with Fuzzy Implicit Surfaces: Application to Automated Localization of the Heart and Lungs in Thoracic MR Images. IPMI 1999: 400-405

Wonkyu Park, Eric A. Hoffman, Milan Sonka: Segmentation of Intrathoracic Airway Trees: A Fuzzy Logic Approach. IEEE Trans. Med. Imaging 17(4): 489-497 (1998)

Xiangmin Zhang, Charles R. McKay, Milan Sonka: Tissue Characterization in Intravascular Ultrasound Images. IEEE Trans. Med. Imaging 17(6): 889-899 (1998)

Anthony Krivanek, Milan Sonka: Ovarian Ultrasound Image Analysis: Follicle Segmentation . IEEE Trans. Med. Imaging 17(6): 935-944 (1998)

Nicolae Duta, Milan Sonka: Segmentation and Interpretation of MR Brain Images: An Improved Active Shape Model. IEEE Trans. Med. Imaging 17(6): 1049-1062 (1998)

Andreas Wahle, Guido P. M. Prause, Steven C. DeJong, Milan Sonka: 3-D Fusion of Biplane Angiography and Intravascular Ultrasound for Accurate Visualization and Volumetry. MICCAI 1998: 146-155

Milan Sonka, G. K. Reddy, M. D. Winniford, Steve M. Collins: Adaptive Approach to Accurate Analysis of Small-Diameter Vessels in Cineangiograms. IEEE Trans. Med. Imaging 16(1): 87-95 (1997)

Nicolae Duta, Milan Sonka: An Improved Active Shape Model: Handling Occlusion and Outliers. ICIAP (1) 1997: 398-405

Chaohuang Zeng, Milan Sonka: Local Three-Dimensional Shape-Preserving Smoothing without Shrinkage. ICIP (1) 1997: 393-396

Nicolae Duta, Milan Sonka: Segmentation and Interpretation of MR Brain Images Using an Improved Knowledge-Based Active Shape Model. IPMI 1997: 375-380

C. Min Ma, Milan Sonka: A Fully Parallel 3D Thinning Algorithm and Its Applications. Computer Vision and Image Understanding 64(3): 420-433 (1996)

Milan Sonka, Václav Hlavác, Roger Boyle: Image processing, analysis and machine vision. Chapman and Hall computing series, Chapman and Hall 1995, isbn 978-0-412-45570-4, pp. I-XIX, 1-555

Xiangmin Zhang, Steve M. Collins, Milan Sonka: Tree pruning strategy in automated detection of coronary trees in cineangiograms. ICIP (3) 1995: 656-659

Milan Sonka: Cognitive Robot Education and Image Processing Research at the Czech Technical University of Prague. Artificial Intelligence in Higher Education 1989: 168-172