Dana Cobzas

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 17

Top Topics

Shape Variability

Automatic Diagnosis

Top Venues

IEEE Trans. Medical Imaging

DLMIA/ML-CDS@MICCAI

Publications

Jakaria Rabbi, Johannes Kiechle, Christian Beaulieu, Nilanjan Ray, Dana Cobzas
Disentangling Hippocampal Shape Variations: A Study of Neurological Disorders Using Graph Variational Autoencoder with Contrastive Learning. CoRR (2024)
Johannes Kiechle, Dylan Miller, Jordan Slessor, Matthew Pietrosanu, Linglong Kong, Christian Beaulieu, Dana Cobzas
Explaining Anatomical Shape Variability: Supervised Disentangling with A Variational Graph Autoencoder. ISBI (2023)
Cory Efird, Samuel Neumann, Kevin G. Solar, Christian Beaulieu, Dana Cobzas
Hippocampus Segmentation On High Resolution Diffusion MRI. ISBI (2021)
Jie Luo, Alireza Sedghi, Karteek Popuri, Dana Cobzas, Miaomiao Zhang, Frank Preiswerk, Matthew Toews, Alexandra J. Golby, Masashi Sugiyama, William M. Wells III, Sarah F. Frisken
On the Applicability of Registration Uncertainty. MICCAI (2) (2019)
Zichen Vincent Zhang, Min Tang, Dana Cobzas, Dornoosh Zonoobi, Martin Jägersand, Jacob L. Jaremko
End-to-end detection-segmentation network with ROI convolution. CoRR (2018)
Min Tang, Zichen Vincent Zhang, Dana Cobzas, Martin Jägersand, Jacob L. Jaremko
Segmentation-by-detection: A cascade network for volumetric medical image segmentation. ISBI (2018)
Li Zhang, Dana Cobzas, Alan H. Wilman, Linglong Kong
Significant Anatomy Detection Through Sparse Classification: A Comparative Study. IEEE Trans. Medical Imaging 37 (1) (2018)
Jie Luo, Sarah F. Frisken, Karteek Popuri, Dana Cobzas, Frank Preiswerk, Matthew Toews, Miaomiao Zhang, Hongyi Ding, Polina Golland, Alexandra J. Golby, Masashi Sugiyama, William M. Wells III
On the Ambiguity of Registration Uncertainty. CoRR (2018)
Zichen Vincent Zhang, Min Tang, Dana Cobzas, Dornoosh Zonoobi, Martin Jägersand, Jacob L. Jaremko
End-to-end detection-segmentation network with ROI convolution. ISBI (2018)
Min Tang, Sepehr Valipour, Zichen Vincent Zhang, Dana Cobzas, Martin Jägersand
A deep level set method for image segmentation. CoRR (2017)
Abhilash Rakkunedeth Hareendranathan, Dornoosh Zonoobi, Myles Mabee, Dana Cobzas, Kumaradevan Punithakumar, Michelle Noga, Jacob L. Jaremko
Toward automatic diagnosis of hip dysplasia from 2D ultrasound. ISBI (2017)
Li Zhang, Dana Cobzas, Alan H. Wilman, Linglong Kong
An Unbiased Penalty for Sparse Classification with Application to Neuroimaging Data. MICCAI (3) (2017)
Jie Luo, Karteek Popuri, Dana Cobzas, Hongyi Ding, William M. Wells III, Masashi Sugiyama
Misdirected Registration Uncertainty. CoRR (2017)
Min Tang, Zichen Vincent Zhang, Dana Cobzas, Martin Jägersand, Jacob L. Jaremko
Segmentation-by-Detection: A Cascade Network for Volumetric Medical Image Segmentation. CoRR (2017)
Min Tang, Sepehr Valipour, Zichen Vincent Zhang, Dana Cobzas, Martin Jägersand
A Deep Level Set Method for Image Segmentation. DLMIA/ML-CDS@MICCAI (2017)
Karteek Popuri, Dana Cobzas, Nina Esfandiari, Vickie E. Baracos, Martin Jägersand
Body Composition Assessment in Axial CT Images Using FEM-Based Automatic Segmentation of Skeletal Muscle. IEEE Trans. Medical Imaging 35 (2) (2016)
Jie Luo, Karteek Popuri, Dana Cobzas, Hongyi Ding, Masashi Sugiyama
Reinterpreting the Transformation Posterior in Probabilistic Image Registration. CoRR (2016)
Ryan Kiros, Karteek Popuri, Dana Cobzas, Martin Jägersand
Stacked Multiscale Feature Learning for Domain Independent Medical Image Segmentation. MLMI (2014)
Karteek Popuri, Dana Cobzas, Martin Jägersand, Nina Esfandiari, Vickie E. Baracos
FEM-based automatic segmentation of muscle and fat tissues from thoracic CT images. ISBI (2013)
Karteek Popuri, Dana Cobzas, Martin Jägersand
A Variational Formulation for Discrete Registration. MICCAI (3) (2013)
Karteek Popuri, Dana Cobzas, Martin Jägersand
A FEM deformable mesh for active region segmentation. ISBI (2013)
Parisa Mosayebi, Dana Cobzas, Albert Murtha, Martin Jägersand
Tumor invasion margin on the Riemannian space of brain fibers. Medical Image Anal. 16 (2) (2012)
Karteek Popuri, Dana Cobzas, Albert Murtha, Martin Jägersand
3D variational brain tumor segmentation using Dirichlet priors on a clustered feature set. Int. J. Comput. Assist. Radiol. Surg. 7 (4) (2012)
Dana Cobzas, Abhishek Sen
Random Walks for Deformable Image Registration. MICCAI (2) (2011)
Neil Birkbeck, Dana Cobzas, Martin Jägersand
Basis constrained 3D scene flow on a dynamic proxy. ICCV (2011)
Parisa Mosayebi, Dana Cobzas, Martin Jägersand, Albert Murtha
Stability effects of finite difference methods on a mathematical tumor growth model. CVPR Workshops (2010)
David Lovi, Neil Birkbeck, Alejandro Hernandez Herdocia, Adam Rachmielowski, Martin Jägersand, Dana Cobzas
Predictive display for mobile manipulators in unknown environments using online vision-based monocular modeling and localization. IROS (2010)
Karteek Popuri, Dana Cobzas, Martin Jägersand
Fast FEM-Based Non-Rigid Registration. CRV (2010)
Dana Cobzas, Parisa Mosayebi, Albert Murtha, Martin Jägersand
Tumor Invasion Margin on the Riemannian Space of Brain Fibers. MICCAI (1) (2009)
Dana Cobzas, Mark Schmidt
Increased discrimination in level set methods with embedded conditional random fields. CVPR (2009)
Neil Birkbeck, Dana Cobzas, Martin Jägersand, Albert Murtha, Tibor Kesztyues
An interactive graph cut method for brain tumor segmentation. WACV (2009)
Karteek Popuri, Dana Cobzas, Martin Jägersand, Sirish L. Shah, Albert Murtha
3D variational brain tumor segmentation on a clustered feature set. Medical Imaging: Image Processing (2009)
Howard Chung, Dana Cobzas, Laura Birdsell, Jessica Lieffers, Vickie E. Baracos
Automated segmentation of muscle and adipose tissue on CT images for human body composition analysis. Medical Imaging: Image-Guided Procedures (2009)
Dana Cobzas, Martin Jägersand, Peter F. Sturm
3D SSD tracking with estimated 3D planes. Image Vis. Comput. 27 (1-2) (2009)
Neil Birkbeck, Dana Cobzas, Martin Jägersand
Tracking human joint motion for turntable-based static model reconstruction. ICCV Workshops (2009)
Adam Rachmielowski, Neil Birkbeck, Martin Jägersand, Dana Cobzas
Realtime Visualization of Monocular Data for 3D Reconstruction. CRV (2008)
Dana Cobzas, Neil Birkbeck, Mark Schmidt, Martin Jägersand, Albert Murtha
3D Variational Brain Tumor Segmentation using a High Dimensional Feature Set. ICCV (2007)
Cameron Upright, Dana Cobzas, Martin Jägersand
Wavelet-based Light Reconstruction from a Single Image. CRV (2007)
Neil Birkbeck, Dana Cobzas, Peter F. Sturm, Martin Jägersand
Variational Shape and Reflectance Estimation Under Changing Light and Viewpoints. ECCV (1) (2006)
Adam Rachmielowski, Dana Cobzas, Martin Jägersand
Robust SSD tracking with incremental 3D structure estimation. CRV (2006)
Neil Birkbeck, Dana Cobzas, Martin Jägersand
Object Centered Stereo: Displacement Map Estimation Using Texture and Shading. 3DPVT (2006)
Dana Cobzas, Martin Jägersand, Hong Zhang
A Panoramic Model for Remote Robot Environment Mapping and Predictive Display. Int. J. Robotics Autom. 20 (1) (2005)
Dana Cobzas, Peter F. Sturm
3D SSD Tracking with Estimated 3D Planes. CRV (2005)
Dana Cobzas, Martin Jägersand
Tracking and Predictive Display for a Remote Operated Robot using Uncalibrated Video. ICRA (2005)
Keith Yerex, Neil Birkbeck, Dana Cobzas, Martin Jägersand
A Quick and Automatic Image Based Modeling and Rendering System. Eurographics (Short Presentations) (2004)
Martin Jägersand, Dana Cobzas, Keith Yerex
Modulating View-dependent Textures. Eurographics (Short Presentations) (2004)
Dana Cobzas, Martin Jägersand
3D SSD Tracking from Uncalibrated Video. SCVMA (2004)
Dana Cobzas, Martin Jägersand, Keith Yerex
Editing Real World Scenes: Augmented Reality with Image-based Rendering. VR (2003)
Darius Burschka, Gregory D. Hager, Zachary Dodds, Martin Jägersand, Dana Cobzas, Keith Yerex
Recent Methods for Image-Based Modeling and Rendering. VR (2003)
Keith Yerex, Dana Cobzas, Martin Jägersand
Predictive display models for tele-manipulation from uncalibrated camera-capture of scene geometry and appearance. ICRA (2003)
Dana Cobzas, Martin Jägersand
A Comparison of Viewing Geometries for Augmented Reality. SCIA (2003)
Dana Cobzas, Hong Zhang, Martin Jägersand
Image-based localization with depth-enhanced image map. ICRA (2003)
Dana Cobzas, Hong Zhang, Martin Jägersand
A Comparative Analysis of Geometric and Image-Based Volumetric and Intensity Data Registration Algorithms. ICRA (2002)
Dana Cobzas, Keith Yerex, Martin Jägersand
Dynamic Textures for Image-based Rendering of Fine-Scale 3D Structure and Animation of Non-rigid Motion. Comput. Graph. Forum 21 (3) (2002)
Dana Cobzas, Martin Jägersand
Tracking and Rendering Using Dynamic Textures on Geometric Structure from Motion. ECCV (2) (2002)
Dana Cobzas, Hong Zhang
Planar Patch Extraction with Noisy Depth Data. 3DIM (2001)
Dana Cobzas, Hong Zhang
Cylindrical panoramic image-based model for robot localization. IROS (2001)