|
Jason J. Corso
Publications List
|
tag: medical imaging
|
[1]
|
D. Sarikaya, J. J. Corso, and K. A. Guru.
Detection and localization of robotic tools in robot-assisted surgery
videos using deep neural networks for region proposal and detection.
IEEE Transactions on Medical Imaging, 36(7):1542--1549, 2017.
[ bib ]
|
|
[2]
|
L. Zhao, D. Chan, Z. Chen, X. Wang, N. Paliwal, J. Xiang, H. Meng, J.
J. Corso, and J. Xu.
Rapid virtual stenting for intracranial aneurysms.
In Proceedings of SPIE Conference on Medical Imaging, 2016.
[ bib |
http ]
|
|
[3]
|
B. H. Menze, A. Jakab, S. Bauer, J. Kalpathy-Cramer, K. Farahani, J. Kirby,
Y. Burren, N. Porz, J. Slotboom, R. Wiest, L. Lanczi, R. Gerstner, M.-A.
Weber, T. Arbel, B. B. Avants, N. Ayache, P. Buendia, D. L. Collins,
N. Cordier, J. J. Corso, A. Criminisi, T. Das, H. Delingette,
C. Demiralp, C. R. Durst, M. Dojat, S. Doyle, J. Festa, F. Forbes,
E. Geremia, B. Glocker, P. Golland, X. Guo, A. Hamamci, K. M. Iftekharuddin,
R. Jena, N. M. John, E. Konukoglu, D. Lashkari, J. A. Mariz, R. Meier,
S. Pereira, D. Precup, S. J. Price, T. Riklin Raviv, S. Reza, M. Ryan,
D. Sarikaya, L. Schwartz, H.-C. Shin, J. Shotton, C. A. Silva, N. Sousa,
N. K. Subbanna, G. Szekely, T. J. Taylor, O. M. Thomas, N. J. Tustison,
G. Unal, F. Vasseur, M. Wintermark, D. H. Ye, L. Zhao, B. Zhao, D. Zikic,
M. Prastawa, M. Reyes, and K. Van Leemput.
The multimodal brain tumor image segmentation benchmark (brats).
IEEE Transactions on Medical Imaging, 34(10):1993--2024, 2015.
[ bib |
http ]
|
|
[4]
|
L. Zhao, Z. Peng, K. Finkler, A. Jerebko, J. J. Corso, and X. S.
Zhou.
Automatic collimation detection in digital radiographs with the
directed hough transform and learning-based edge detection.
In Patch-Based Techniques in Medical Imaging (LNCS 9467), pages
71--78. Springer International Publishing, 2015.
[ bib |
.pdf ]
|
|
[5]
|
W. Wu, A. Y. C. Chen, L. Zhao, and J. J. Corso.
Brain tumor detection and segmentation in a CRF (conditional random
fields) framework with pixel-pairwise affinity and superpixel-level features.
International Journal of Computer Aided Radiology and Surgery,
9(2):241--253, 2014.
[ bib |
http ]
|
|
[6]
|
A. Barbu, D. Barrett, W. Chen, N. Siddharth, C. Xiong, J. J. Corso,
C. D. Fellbaum, C. Hanson, S. J. Hanson, S. Hélie, E. Malaia, B. A.
Pearlmutter, J. M. Siskind, T. M. Talavage, and R. B. Wilbur.
Seeing is worse than believing: Reading people's minds better than
computer-vision methods recognize actions.
In Proceedings of European Conference on Computer Vision, 2014.
[ bib |
.pdf ]
|
|
[7]
|
L. Zhao, W. Wu, and J. J. Corso.
Semi-automatic brain tumor segmentation by constrained MRFs using
structural trajectories.
In Proceedings of Medical Image Computing and Computer Aided
Intervention, 2013.
[ bib |
.pdf ]
|
|
[8]
|
S. Kumar, M. Narayanan, P. Singhal, J. J. Corso, and V. Krovi.
Product of tracking experts for surgical tool visual tracking.
In IEEE Conference on Automation Science and Engineering, 2013.
[ bib |
.pdf ]
|
|
[9]
|
R. S. Alomari, J. J. Corso, V. Chaudhary, and G. Dhillon.
Lumbar spine disc herniation diagnosis with a joint shape model.
In Proceedings of Medical Image Computing and Computer Aided
Intervention Workshop on Computational Spine Imaging, 2013.
[ bib |
.pdf ]
|
|
[10]
|
R. S. Alomari, J. J. Corso, and V. Chaudhary.
Labeling of lumbar discs using both pixel- and object-level features
with a two-level probabilistic model.
IEEE Transactions on Medical Imaging, 30(1):1--10, 2011.
[ bib |
.pdf ]
|
|
[11]
|
R. S. Alomari, J. J. Corso, V. Chaudhary, and G. Dhillon.
Toward a clinical lumbar CAD: Herniation diagnosis.
International Journal of Computer Aided Radiology and Surgery,
6(1):119--126, 2011.
[ bib |
.pdf ]
|
|
[12]
|
D. Gagneja, C. Xiong, and J. J. Corso.
Towards a parts-based approach to sub-cortical brain structure
parsing.
In Proceedings of SPIE Conference on Medical Imaging, 2011.
[ bib |
.pdf ]
|
|
[13]
|
R. S. Alomari, J. J. Corso, V. Chaudhary, and G. Dhillon.
Computer-aided diagnosis of lumbar disc pathology from clinical lower
spine MRI.
International Journal of Computer Aided Radiology and Surgery,
5(3):287--293, 2010.
[ bib |
.pdf ]
|
|
[14]
|
R. S. Alomari, J. J. Corso, V. Chaudhary, and G. Dhillon.
Automatic diagnosis of lumbar disc herniation using shape and
appearance features from mri.
In Proceedings of SPIE Conference on Medical Imaging, 2010.
[ bib |
.pdf ]
|
|
[15]
|
P. B. Noël, A. Walczak, J. Xu, J. J. Corso, K. R. Hoffmann, and
S. Schafer.
GPU-based cone beam computed tomography.
Computer Methods and Programs in Biomedicine, 98(3):271--277,
2010.
[ bib |
.pdf ]
|
|
[16]
|
R. S. Alomari, J. J. Corso, V. Chaudhary, and G. Dhillon.
Lumbar disc herniation cad with a GVF-snake model.
In Proceedings of the 24th International Conference on Computer
Aided Diagnosis and Surgery (CARS '10), 2010.
[ bib |
.pdf ]
|
|
[17]
|
C. S. Hoeflich and J. J. Corso.
Segmentation of 2D Gel Electrophoresis Spots using a Markov Random
Field.
In Proceedings of SPIE Conference on Medical Imaging, 2009.
[ bib |
.pdf ]
|
|
[18]
|
P. B. Noël, J. Xu, K. R. Hoffmann, J. J. Corso, S. Schafer, and
A. Walczak.
High Contrast Artifact Reduction in Cone Beam Computed Tomography by
Using Geometric Techniques.
In Proceedings of SPIE Conference on Medical Imaging, 2009.
[ bib |
.pdf ]
|
|
[19]
|
P. B. Noël, J. J. Corso, J. Xu, K. R. Hoffmann, S. Schafer, and
A. Walczak.
Reconstruction from a Flexible Number of Projections in Cone-Beam
Computed Tomography via Active Shape Models.
In Proceedings of SPIE Conference on Medical Imaging, 2009.
[ bib |
.pdf ]
|
|
[20]
|
S. Seshamani, M. D. Smith, J. J. Corso, M. O. Filipovich,
A. Natarajan, and G. D. Hager.
Direct Global Adjustment Methods for Endoscopic Mosaicking.
In Proceedings of SPIE Conference on Medical Imaging, 2009.
[ bib ]
|
|
[21]
|
R. S. Alomari, J. J. Corso, V. Chaudhary, and G. Dhillon.
Abnormality detection in lumbar discs from clinical mr images with a
probabilistic model.
In Proceedings of 23rd International Congress and Exhibition on
Computer Assisted Radiology and Surgery (CARS 2009), 2009.
[ bib |
.pdf ]
|
|
[22]
|
R. S. Alomari, J. J. Corso, V. Chaudhary, and G. Dhillon.
Desiccation diagnosis in lumbar discs from clinical mri with a
probabilistic model.
In Proceedings of 2009 IEEE International Symposium on
Biomedical Imaging, 2009.
[ bib |
.pdf ]
|
|
[23]
|
Y. Tao, L. Lu, M. Dewan, A. Y. C. Chen, J. J. Corso, J. Xuan,
M. Salganicoff, and A. Krishnan.
Multi-level ground glass nodule detection and segmentation in ct lung
images.
In Proceedings of Medical Image Computing and Computer Aided
Intervention (MICCAI), volume LNCS 5762, pages 715--723, 2009.
[ bib |
.pdf ]
|
|
[24]
|
P. Noël, J. Xu, K. R. Hoffmann, and J. J. Corso.
Geometric tomography: a limited-view approach for computed
tomography.
In Proceedings of the 25th Annual Symposium on Computational
Geometry, 2009.
[ bib |
.pdf ]
|
|
[25]
|
J. J. Corso, E. Sharon, S. Dube, S. El-Saden, U. Sinha, and
A. Yuille.
Efficient Multilevel Brain Tumor Segmentation with Integrated
Bayesian Model Classification.
IEEE Transactions on Medical Imaging, 27(5):629--640, 2008.
[ bib |
.pdf ]
|
|
[26]
|
S. Dube, J. J. Corso, A. Yuille, T. F. Cloughesy, S. El-Saden, and
U. Sinha.
Hierarchical Segmentation of Malignant Gliomas Via Integrated
Contextual Filter Response.
In Proceedings of SPIE Conference on Medical Imaging, 2008.
[ bib ]
|
|
[27]
|
J. J. Corso, R. S. Alomari, and V. Chaudhary.
Lumbar disc localization and labeling with a probabilistic model on
both pixel and object features.
In Proceedings of Medical Image Computing and Computer Aided
Intervention (MICCAI), volume LNCS 5241 Part 1, pages 202--210, 2008.
[ bib |
.pdf ]
|
|
[28]
|
I. Nwogu and J. J. Corso.
Exploratory identification of image-based bio-markers for solid mass
pulmonary tumors.
In Proceedings of Medical Image Computing and Computer Aided
Intervention (MICCAI), volume LNCS 5241, Part 1, pages 612--619, 2008.
[ bib |
.pdf ]
|
|
[29]
|
P. B. Noël, A. Walczak, K. R. Hoffmann, J. Xu, J. J. Corso, and
S. Schafer.
Clinical Evaluation of GPU-Based Cone Beam Computed Tomography.
In Proceedings of High-Performance Medical Image Computing and
Computer-Aided Intervention (HP-MICCAI), 2008.
[ bib |
.pdf ]
|
|
[30]
|
J. J. Corso, Z. Tu, A. Yuille, and A. W. Toga.
Segmentation of Sub-Cortical Structures by the Graph-Shifts
Algorithm.
In Proceedings of Information Processing in Medical Imaging
(IPMI), volume LNCS 4584, pages 183--197, 2007.
[ bib |
.pdf ]
|
|
[31]
|
C. Arnold, J. J. Corso, and A. Bui.
An Unsupervised Approach to Automatic Image Annotation.
In NSF Biomedical Informatics Workshop: Expanding Secondary Use
of Health Data, 2007.
[ bib ]
|
|
[32]
|
J. J. Corso, A. L. Yuille, N. L. Sicotte, and A. Toga.
Detection and Segmentation of Pathological Structures by the
Extended Graph-Shifts Algorithm.
In Proceedings of Medical Image Computing and Computer Aided
Intervention (MICCAI), 2007.
[ bib |
.pdf ]
|
|
[33]
|
S. Dube, J. J. Corso, T. F. Cloughesy, S. El-Saden, A. Yuille, and
U. Sinha.
Data Mining Systems Analysis and Optimization in Biomedicine,
chapter Automated MR Image Processing and Analysis of Malignant Brain Tumors:
Enabling Technology for Data Mining.
American Institute of Physics, 2007.
[ bib ]
|
|
[34]
|
J. J. Corso, E. Sharon, and A. L. Yuille.
Multilevel Segmentation and Integrated Bayesian Model Classification
with an Application to Brain Tumor Segmentation.
In Proceedings of Medical Image Computing and Computer Aided
Intervention (MICCAI), volume 2, pages 790--798, 2006.
[ bib |
.pdf ]
|
|
[35]
|
W. W. Lau, N. A. Ramey, J. J. Corso, N. Thakor, and G. D. Hager.
Stereo-Based Endoscopic Tracking of Cardiac Surface Deformation.
In Proceedings of Seventh International Conference on Medical
Image Computing and Computer-Assisted Intervention (MICCAI), 2004.
[ bib ]
|
|
