Milan Sonka
Orcid: 0000-0002-9613-9968Affiliations:
- University of Iowa, Iowa City, IA, USA
According to our database1,
Milan Sonka
authored at least 241 papers
between 1989 and 2024.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2002, "For contributions to medical image analysis and computer vision.".
Timeline
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Online presence:
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on orcid.org
On csauthors.net:
Bibliography
2024
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
2023
BMC Bioinform., December, 2023
Segmentation quality assessment by automated detection of erroneous surface regions in medical images.
Comput. Biol. Medicine, September, 2023
CoRR, 2023
CoRR, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023
2022
Medical Image Anal., 2022
Medical Image Anal., 2022
Proceedings of the Medical Imaging 2022: Image Processing, 2022
Proceedings of the Medical Imaging 2022: Image Processing, 2022
2021
Fully automated 3D segmentation of MR-imaged calf muscle compartments: Neighborhood relationship enhanced fully convolutional network.
Comput. Medical Imaging Graph., 2021
Large-scale Robust Deep AUC Maximization: A New Surrogate Loss and Empirical Studies on Medical Image Classification.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
2020
Deep-COVID: Predicting COVID-19 from chest X-ray images using deep transfer learning.
Medical Image Anal., 2020
Robust Deep AUC Maximization: A New Surrogate Loss and Empirical Studies on Medical Image Classification.
CoRR, 2020
COVID CT-Net: Predicting Covid-19 From Chest CT Images Using Attentional Convolutional Network.
CoRR, 2020
CoRR, 2020
FilterNet: A Neighborhood Relationship Enhanced Fully Convolutional Network for Calf Muscle Compartment Segmentation.
CoRR, 2020
Multiresolution LOGISMOS graph search for automated choroidal layer segmentation of 3D macular OCT scans.
Proceedings of the Medical Imaging 2020: Image Processing, 2020
2019
Just-Enough Interaction Approach to Knee MRI Segmentation: Data from the Osteoarthritis Initiative.
CoRR, 2019
Learning-Based Cost Functions for 3D and 4D Multi-Surface Multi-Object Segmentation of Knee MRI: Data from the Osteoarthritis Initiative.
CoRR, 2019
Proceedings of the Information Processing in Medical Imaging, 2019
2018
Predicting Locations of High-Risk Plaques in Coronary Arteries in Patients Receiving Statin Therapy.
IEEE Trans. Medical Imaging, 2018
Learning-Based Cost Functions for 3-D and 4-D Multi-Surface Multi-Object Segmentation of Knee MRI: Data From the Osteoarthritis Initiative.
IEEE Trans. Medical Imaging, 2018
Quantitative 3D Analysis of Coronary Wall Morphology in Heart Transplant Patients: OCT-Assessed Cardiac Allograft Vasculopathy Progression.
Medical Image Anal., 2018
Deep LOGISMOS: Deep Learning Graph-based 3D Segmentation of Pancreatic Tumors on CT scans.
CoRR, 2018
Deep LOGISMOS: Deep learning graph-based 3D segmentation of pancreatic tumors on CT scans.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
2017
Medical Image Anal., 2017
A machine-learning graph-based approach for 3D segmentation of Bruch's membrane opening from glaucomatous SD-OCT volumes.
Medical Image Anal., 2017
Comput. Medical Imaging Graph., 2017
Proceedings of the Medical Imaging 2017: Image Processing, 2017
Combining fully convolutional networks and graph-based approach for automated segmentation of cervical cell nuclei.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Development of a radiobiological evaluation tool to assess the expected clinical impacts of contouring accuracy between manual and semi-automated segmentation algorithms.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
2016
Proceedings of the Medical Imaging 2016: Image Processing, 2016
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Automated Segmentation of Knee MRI Using Hierarchical Classifiers and Just Enough Interaction Based Learning: Data from Osteoarthritis Initiative.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Comparative study of multimodal intra-subject image registration methods on a publicly available database.
Proceedings of the Medical Imaging 2016: Biomedical Applications in Molecular, Structural, and Functional Imaging, San Diego, California, United States, 27 February, 2016
Comprehensive serial study of dynamic remodeling of atherosclerotic coronary arteries using IVUS.
Proceedings of the Medical Imaging 2016: Biomedical Applications in Molecular, Structural, and Functional Imaging, San Diego, California, United States, 27 February, 2016
Location-specific prediction of vulnerable plaque using IVUS, virtual histology, and spatial context.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Statistical shape analysis of automatically segmented femur bones: Data from the osteoarthritis initiative.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016
2015
Simultaneous Registration of Location and Orientation in Intravascular Ultrasound Pullbacks Pairs Via 3D Graph-Based Optimization.
IEEE Trans. Medical Imaging, 2015
Stratified Sampling Voxel Classification for Segmentation of Intraretinal and Subretinal Fluid in Longitudinal Clinical OCT Data.
IEEE Trans. Medical Imaging, 2015
Automated 3-D Retinal Layer Segmentation of Macular Optical Coherence Tomography Images With Serous Pigment Epithelial Detachments.
IEEE Trans. Medical Imaging, 2015
Joint registration of location and orientation of intravascular ultrasound pullbacks using a 3D graph based method.
Proceedings of the Medical Imaging 2015: Image Processing, 2015
LOGISMOS-B for primates: primate cortical surface reconstruction and thickness measurement.
Proceedings of the Medical Imaging 2015: Image Processing, 2015
Fast and memory-efficient LOGISMOS graph search for intraretinal layer segmentation of 3D macular OCT scans.
Proceedings of the Medical Imaging 2015: Image Processing, 2015
Improved segmentation of abnormal cervical nuclei using a graph-search based approach.
Proceedings of the Medical Imaging 2015: Digital Pathology, 2015
Prospective Prediction of Thin-Cap Fibroatheromas from Baseline Virtual Histology Intravascular Ultrasound Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
2014
LOGISMOS-B: Layered Optimal Graph Image Segmentation of Multiple Objects and Surfaces for the Brain.
IEEE Trans. Medical Imaging, 2014
Multi-Surface and Multi-Field Co-Segmentation of 3-D Retinal Optical Coherence Tomography.
IEEE Trans. Medical Imaging, 2014
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 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.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
2013
IEEE Trans. Medical Imaging, 2013
IEEE Trans. Medical Imaging, 2013
Optimal Graph Search Based Segmentation of Airway Tree Double Surfaces Across Bifurcations.
IEEE Trans. Medical Imaging, 2013
Intra-retinal layer segmentation of 3D optical coherence tomography using coarse grained diffusion map.
Medical Image Anal., 2013
Optical Coherence Tomography Noise Reduction Using Anisotropic Local Bivariate Gaussian Mixture Prior in 3D Complex Wavelet Domain.
Int. J. Biomed. Imaging, 2013
Thickness Mapping of Eleven Retinal Layers in Normal Eyes Using Spectral Domain Optical Coherence Tomography.
CoRR, 2013
Lung segmentation refinement based on optimal surface finding utilizing a hybrid desktop/virtual reality user interface.
Comput. Medical Imaging Graph., 2013
Graph-based 4D lung segmentation in CT images with expert-guided computer-aided refinement.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Intra-retinal layer segmentation of optical coherence tomography using diffusion map.
Proceedings of the IEEE International Conference on Acoustics, 2013
Vessel segmentation in images of optical coherence tomography using shadow information and thickening of Retinal Nerve Fiber Layer.
Proceedings of the IEEE International Conference on Acoustics, 2013
2012
Three-Dimensional Segmentation of Fluid-Associated Abnormalities in Retinal OCT: Probability Constrained Graph-Search-Graph-Cut.
IEEE Trans. Medical Imaging, 2012
Proceedings of the Medical Imaging 2012: Image Processing, 2012
Parallel graph search: application to intraretinal layer segmentation of 3-D macular OCT scans.
Proceedings of the Medical Imaging 2012: Image Processing, 2012
Incorporation of texture-based features in optimal graph-theoretic approach with application to the 3D segmentation of intraretinal surfaces in SD-OCT volumes.
Proceedings of the Medical Imaging 2012: Image Processing, 2012
Proceedings of the Medical Imaging 2012: Image Processing, 2012
2011
IEEE Trans. Medical Imaging, 2011
Region Detection by Minimizing Intraclass Variance With Geometric Constraints, Global Optimality, and Efficient Approximation.
IEEE Trans. Medical Imaging, 2011
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. Eng., 2011
Comput. Medical Imaging Graph., 2011
Faster Segmentation Algorithm for Optical Coherence Tomography Images with Guaranteed Smoothness.
Proceedings of the Machine Learning in Medical Imaging - Second International Workshop, 2011
Segmentation of pathological and diseased lung tissue in CT images using a graph-search algorithm.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the Algorithms and Computation - 22nd International Symposium, 2011
Proceedings of the Information Processing in Medical Imaging, 2011
Surface-Region Context in Optimal Multi-object Graph-Based Segmentation: Robust Delineation of Pulmonary Tumors.
Proceedings of the Information Processing in Medical Imaging, 2011
Globally Optimal Tumor Segmentation in PET-CT Images: A Graph-Based Co-segmentation Method.
Proceedings of the Information Processing in Medical Imaging, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
IVUS-based assessment of 3D morphology and virtual histology: Prediction of atherosclerotic plaque status and changes.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011
2010
Vis. Comput., 2010
IEEE Trans. Medical Imaging, 2010
LOGISMOS - Layered Optimal Graph Image Segmentation of Multiple Objects and Surfaces: Cartilage Segmentation in the Knee Joint.
IEEE Trans. Medical Imaging, 2010
Topomorphologic Separation of Fused Isointensity Objects via Multiscale Opening: Separating Arteries and Veins in 3-D Pulmonary CT.
IEEE Trans. Medical Imaging, 2010
Three-Dimensional Analysis of Retinal Layer Texture: Identification of Fluid-Filled Regions in SD-OCT of the Macula.
IEEE Trans. Medical Imaging, 2010
IEEE Trans. Medical Imaging, 2010
Three-dimensional thrombus segmentation in abdominal aortic aneurysms using graph search based on a triangular mesh.
Comput. Biol. Medicine, 2010
Electric field theory based approach to search-direction line definition in image segmentation: application to optimal femur-tibia cartilage segmentation in knee-joint 3-D MR.
Proceedings of the Medical Imaging 2010: Image Processing, 2010
A new osteophyte segmentation method with applications to an anterior cruciate ligament transection rabbit femur model via micro-CT imaging.
Proceedings of the Medical Imaging 2010: Image Processing, 2010
Multiscale topo-morphologic opening of arteries and veins: a validation study on phantoms and CT imaging of pulmonary vessel casting of pigs.
Proceedings of the Medical Imaging 2010: Image Processing, 2010
Graph Search with Appearance and Shape Information for 3-D Prostate and Bladder Segmentation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Proceedings of the Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging, 2010
Multi-scale Topo-morphometric Opening of Arteries and Veins: An Evaluative Study via Pulmonary CT Imaging.
Proceedings of the Advances in Visual Computing - 6th International Symposium, 2010
Shape and motion analysis of left ventricle dyssynchrony from real-time 3D echocardiography.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010
2009
Automated 3-D Intraretinal Layer Segmentation of Macular Spectral-Domain Optical Coherence Tomography Images.
IEEE Trans. Medical Imaging, 2009
Congenital aortic disease: 4D magnetic resonance segmentation and quantitative analysis.
Medical Image Anal., 2009
Int. J. Biomed. Imaging, 2009
Proceedings of the Medical Imaging 2009: Image Processing, 2009
Recent improvements in tensor scale computation and its applications to medical imaging.
Proceedings of the Medical Imaging 2009: Image Processing, 2009
Globally optimal 3D graph search incorporating both edge and regional information: application to aortic MR image segmentation.
Proceedings of the Medical Imaging 2009: Image Processing, 2009
A novel multiscale topo-morphometric approach for separating arteries and veins via pulmonary CT imaging.
Proceedings of the Medical Imaging 2009: Image Processing, 2009
Proceedings of the Medical Imaging 2009: Image Processing, 2009
Proceedings of the Medical Imaging 2009: Image Processing, 2009
Optimal Graph Search Segmentation Using Arc-Weighted Graph for Simultaneous Surface Detection of Bladder and Prostate.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Optimal multiple surfaces searching for video/image resizing - a graph-theoretic approach.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009
Electric Field Theory Motivated Graph Construction for Optimal Medical Image Segmentation.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2009
2008
Intraretinal Layer Segmentation of Macular Optical Coherence Tomography Images Using Optimal 3-D Graph Search.
IEEE Trans. Medical Imaging, 2008
Proceedings of the Medical Imaging 2008: Image Processing, 2008
Knowledge-Based Approaches to Quantitative Medical Image Analysis and Image-Based Decision Making.
Proceedings of the Frontiers in Algorithmics, Second Annual International Workshop, 2008
Globally optimal surface segmentation using regional properties of segmented objects.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008
Image processing, analysis and and machine vision (3. ed.).
Thomson, ISBN: 978-0-495-24438-7, 2008
2007
The Layered Net Surface Problems in Discrete Geometry and Medical Image Segmentation.
Int. J. Comput. Geom. Appl., 2007
Active index model: a unique approach for regional quantitative morphometry in longitudinal and cross-sectional studies.
Proceedings of the Medical Imaging 2007: Image Processing, 2007
Segmentation of the optic nerve head combining pixel classification and graph search.
Proceedings of the Medical Imaging 2007: Image Processing, 2007
Automated segmentation of intraretinal layers from macular optical coherence tomography images.
Proceedings of the Medical Imaging 2007: Image Processing, 2007
A New Method for Spherical Object Detection and Its Application to Computer Aided Detection of Pulmonary Nodules in CT Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Use of Varying Constraints in Optimal 3-D Graph Search for Segmentation of Macular Optical Coherence Tomography Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Incorporation of Regional Information in Optimal 3-D Graph Search with Application for Intraretinal Layer Segmentation of Optical Coherence Tomography Images.
Proceedings of the Information Processing in Medical Imaging, 2007
2006
MDCT-based 3-D texture classification of emphysema and early smoking related lung pathologies.
IEEE Trans. Medical Imaging, 2006
Automated contour detection in X-ray left ventricular angiograms using multiview active appearance models and dynamic programming.
IEEE Trans. Medical Imaging, 2006
IEEE Trans. Pattern Anal. Mach. Intell., 2006
Plaque development, vessel curvature, and wall shear stress in coronary arteries assessed by X-ray angiography and intravascular ultrasound.
Medical Image Anal., 2006
Comput. Biol. Medicine, 2006
Proceedings of the Medical Imaging 2006: Image Processing, 2006
Computerized detection of pulmonary nodules using a combination of 3D global and local shape information based on helical CT images.
Proceedings of the Medical Imaging 2006: Image Processing, 2006
Automatic segmentation of pulmonary fissures in x-ray CT images using anatomic guidance.
Proceedings of the Medical Imaging 2006: Image Processing, 2006
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006
Detection of Connective Tissue Disorders from 3D Aortic MR Images Using Independent Component Analysis.
Proceedings of the Computer Vision Approaches to Medical Image Analysis, 2006
Proceedings of the British Machine Vision Conference 2006, 2006
Proceedings of the Handbook of Mathematical Models in Computer Vision, 2006
2005
IEEE Trans. Medical Imaging, 2005
Intrathoracic airway trees: segmentation and airway morphology analysis from low-dose CT scans.
IEEE Trans. Medical Imaging, 2005
IEEE Trans. Medical Imaging, 2005
Proceedings of the Medical Imaging 2005: Image Processing, 2005
Proceedings of the Medical Imaging 2005: Image Processing, 2005
Multidimensional segmentation of coronary intravascular ultrasound images using knowledge-based methods.
Proceedings of the Medical Imaging 2005: Image Processing, 2005
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
Proceedings of the Information Processing in Medical Imaging, 2005
Proceedings of the Information Processing in Medical Imaging, 2005
Proceedings of the Information Processing in Medical Imaging, 2005
Analysis of the Interdependencies Among Plaque Development, Vessel Curvature, and Wall Shear Stress in Coronary Arteries.
Proceedings of the Functional Imaging and Modeling of the Heart, 2005
Automated Segmentation of X-ray Left Ventricular Angiograms Using Multi-View Active Appearance Models and Dynamic Programming.
Proceedings of the Functional Imaging and Modeling of the Heart, 2005
Proceedings of the Bildverarbeitung für die Medizin 2005, Algorithmen - Systeme, 2005
2004
IEEE Trans. Medical Imaging, 2004
Curvature estimation of arbitrary discrete 3D surfaces using partial derivatives based on distance maps.
Proceedings of the Medical Imaging 2004: Image Processing, 2004
Computerized detection of pulmonary nodules using cellular neural networks in CT images.
Proceedings of the Medical Imaging 2004: Image Processing, 2004
Segmentation and quantitative analysis of the living tumor cells using large-scale digital cell analysis system.
Proceedings of the Medical Imaging 2004: Image Processing, 2004
Efficient optimal surface detection: theory, implementation, and experimental validation.
Proceedings of the Medical Imaging 2004: Image Processing, 2004
Proceedings of the Medical Imaging 2004: Image Processing, 2004
Proceedings of the Medical Imaging 2004: Visualization, 2004
Quantitative Analysis of Circumferential Plaque Distribution in Human Coronary Arteries in Relation to Local Vessel Curvature.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
Proceedings of the Computer Vision and Mathematical Methods in Medical and Biomedical Image Analysis, 2004
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004
Real-time three-dimensional digital Doppler method based on Gaussian control surface for measurement of flow volumes.
Proceedings of the CARS 2004. Computer Assisted Radiology and Surgery. Proceedings of the 18th International Congress and Exhibition, 2004
Segmentation of intravascular ultrasound images: a machine learning approach mimicking human vision.
Proceedings of the CARS 2004. Computer Assisted Radiology and Surgery. Proceedings of the 18th International Congress and Exhibition, 2004
2003
Effects of vessel geometry and catheter position on dose delivery in intracoronary brachytherapy.
IEEE Trans. Biomed. Eng., 2003
Proceedings of the Medical Imaging 2003: Image Processing, 2003
Proceedings of the Medical Imaging 2003: Image Processing, 2003
Left ventricle contour detection in x-ray angiograms using multi-view active appearance models.
Proceedings of the Medical Imaging 2003: Image Processing, 2003
Proceedings of the Medical Imaging 2003: Image Processing, 2003
Automated classification of wall motion abnormalities by principal component analysis of endocardial shape motion patterns in echocardiograms.
Proceedings of the Medical Imaging 2003: Image Processing, 2003
Estimating the actual dose delivered by intravascular coronary brachytherapy using geometrically correct 3D modeling.
Proceedings of the Medical Imaging 2003: Visualization, 2003
Proceedings of the Medical Imaging 2003: Visualization, 2003
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003
Proceedings of the Information Processing in Medical Imaging, 2003
Multi-view Active Appearance Models: Application to X-Ray LV Angiography and Cardiac MRI.
Proceedings of the Information Processing in Medical Imaging, 2003
Computer-aided diagnosis via model-based shape analysis: cardiac.
Proceedings of the CARS 2003. Computer Assisted Radiology and Surgery. Proceedings of the 17th International Congress and Exhibition, 2003
Integrated system for quantitative analysis of coronary plaque via data fusion of biplane angiography and intravascular ultrasound.
Proceedings of the CARS 2003. Computer Assisted Radiology and Surgery. Proceedings of the 17th International Congress and Exhibition, 2003
Multi-view active appearance models for consistent segmentation of multiple standard views: application to long and short-axis cardiac MR images.
Proceedings of the CARS 2003. Computer Assisted Radiology and Surgery. Proceedings of the 17th International Congress and Exhibition, 2003
Proceedings of the Bildverarbeitung für die Medizin 2003, Algorithmen - Systeme, 2003
2002
Automated Analysis of Brachial Ultrasound Image Sequences: Early Detection of Cardiovascular Disease via Surrogates of Endothelial Function.
IEEE Trans. Medical Imaging, 2002
IEEE Trans. Medical Imaging, 2002
IEEE Trans. Medical Imaging, 2002
Automatic Segmentation of Echocardiographic Sequences by Active Appearance Motion Models.
IEEE Trans. Medical Imaging, 2002
Proceedings of the Medical Imaging 2002: Image Processing, 2002
Fully automated endocardial contour detection in time sequences of echocardiograms by three-dimensional active appearance models.
Proceedings of the Medical Imaging 2002: Image Processing, 2002
Diaphragm dome surface segmentation in CT data sets: a 3D active appearance model approach.
Proceedings of the Medical Imaging 2002: Image Processing, 2002
Segmentation, Skeletonization, and Branchpoint Matching - A Fully Automated Quantitative Evaluation of Human Intrathoracic Airway Trees.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002
Assessment of plaque stability by means of high-resolution MRI and finite element analyses of local stresses and strains.
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002
Volumetric quantification of coronary arteries reconstructed by fusion between intravascular ultrasound and biplane angiography.
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002
2001
IEEE Trans. Medical Imaging, 2001
Handbook of Medical Imaging - Processing and Analysis I.N..
IEEE Trans. Medical Imaging, 2001
Multistage Hybrid Active Appearance Model Matching: Segmentation of Left and Right Ventricles in Cardiac MR Images.
IEEE Trans. Medical Imaging, 2001
Proceedings of the Medical Imaging 2001: Image Processing, 2001
Time-continuous segmentation of cardiac MR image sequences using active appearance motion models.
Proceedings of the Medical Imaging 2001: Image Processing, 2001
Active appearance motion models for endocardial contour detection in time sequences of echocardiograms.
Proceedings of the Medical Imaging 2001: Image Processing, 2001
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001
Time-Continuous Segmentation of Cardiac Image Sequences Using Active Appearance Motion Models.
Proceedings of the Information Processing in Medical Imaging, 2001
Proceedings of the 2001 International Conference on Image Processing, 2001
Proceedings of the 2nd International Workshop on Digital and Computational Video (DCV 2001), 2001
Visualization of human coronary arteries with quantification results from 3-D and 4-D computational hemodynamics based upon virtual endoscopy.
Proceedings of the CARS 2001. Computer Assisted Radiology and Surgery. Proceedings of the 15th International Congress and Exhibition, 2001
Cardiovascular image analysis: past, present and future.
Proceedings of the CARS 2001. Computer Assisted Radiology and Surgery. Proceedings of the 15th International Congress and Exhibition, 2001
Time continuous segmentation of cardiac MR images using Active Appearance Motion Models.
Proceedings of the CARS 2001. Computer Assisted Radiology and Surgery. Proceedings of the 15th International Congress and Exhibition, 2001
Active Appearance - Motion Models for fully automated endocardial contour detection in time sequences of echocardiograms.
Proceedings of the CARS 2001. Computer Assisted Radiology and Surgery. Proceedings of the 15th International Congress and Exhibition, 2001
2000
Object Localization and Border Detection Criteria Design in Edge-Based Image Segmentation: Automated Learning from Examples.
IEEE Trans. Medical Imaging, 2000
Anatomical Modeling with Fuzzy Implicit Surface Templates: Application to Automated Localization of the Heart and Lungs in Thoracic MR Volumes.
Comput. Vis. Image Underst., 2000
Directional 3D Edge Detection in Anisotropic Data: Detector Design and Performance Assessment.
Comput. Vis. Image Underst., 2000
Quantitative Measurements in Geometrically Correct Representations of Coronary Vessels in 3-D and 4-D.
Proceedings of the 4th IEEE Southwest Symposium on Image Analysis and Interpretation, 2000
Automated Initialization and Automated Design of Border Detection Criteria in Edge-Based Image Segmentation.
Proceedings of the 4th IEEE Southwest Symposium on Image Analysis and Interpretation, 2000
Determination of the envelope function (maximum velocity curve) in Doppler ultrasound flow velocity diagrams.
Proceedings of the Medical Imaging 2000: Image Processing, 2000
Proceedings of the Medical Imaging 2000: Image Processing, 2000
1999
Geometrically Correct 3-D Reconstruction of Intravascular Ultrasound Images by Fusion with Biplane Angiography - Methods and Validation.
IEEE Trans. Medical Imaging, 1999
Fusion of angiography and intravascular ultrasound in vivo: establishing the absolute 3-D frame orientation.
IEEE Trans. Biomed. Eng., 1999
Medical image segmentation: Automated design of border detection criteria from examples.
J. Electronic Imaging, 1999
Automated calculation of the axial orientation of intravascular ultrasound images by fusion with biplane angiography.
Proceedings of the Medical Imaging 1999: Image Processing, 1999
Anatomical Modeling with Fuzzy Implicit Surfaces: Application to Automated Localization of the Heart and Lungs in Thoracic MR Images.
Proceedings of the Information Processing in Medical Imaging, 1999
Learning Shape Models from Examples Using Automatic Shape Clustering and Procrustes Analysis.
Proceedings of the Information Processing in Medical Imaging, 1999
1998
IEEE Trans. Medical Imaging, 1998
IEEE Trans. Medical Imaging, 1998
IEEE Trans. Medical Imaging, 1998
IEEE Trans. Medical Imaging, 1998
Teaching digital image processing and computer vision in a quantitative imaging electronic classroom.
Proceedings of the Medical Imaging 1998: Image Processing, 1998
Proceedings of the Medical Imaging 1998: Image Processing, 1998
Proceedings of the Medical Imaging 1998: Image Processing, 1998
3-D Fusion of Biplane Angiography and Intravascular Ultrasound for Accurate Visualization and Volumetry.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1998
1997
IEEE Trans. Medical Imaging, 1997
Segmentation and Interpretation of MR Brain Images Using an Improved Knowledge-Based Active Shape Model.
Proceedings of the Information Processing in Medical Imaging, 1997
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997
Proceedings of the Image Analysis and Processing, 9th International Conference, 1997
1996
IEEE Trans. Medical Imaging, 1996
Comput. Vis. Image Underst., 1996
Fuzzy logic approach to extraction of intrathoracic airway trees from three-dimensional CT images.
Proceedings of the Medical Imaging 1996: Image Processing, 1996
1995
IEEE Trans. Medical Imaging, 1995
IEEE Trans. Medical Imaging, 1995
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995
Image processing, analysis and machine vision.
Chapman and Hall computing series, Chapman and Hall, ISBN: 978-0-412-45570-4, 1995
1993
1989
Cognitive Robot Education and Image Processing Research at the Czech Technical University of Prague.
Proceedings of the Artificial Intelligence in Higher Education, 1989