Clinical Investigations and Precision Therapeutics Program, CINJ

Research Output

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Conference article
2016

Efficient k-support-norm regularized minimization via fully corrective Frank-Wolfe method

Liu, B., Yuan, X. T., Zhang, S., Liu, Q. & Metaxas, D. N., Jan 1 2016, In : IJCAI International Joint Conference on Artificial Intelligence. 2016-January, p. 1760-1766 7 p.

Research output: Contribution to journalConference article

1 Scopus citations

Exascale Storage Systems the SIRIUS Way

Klasky, S. A., Abbasi, H., Ainsworth, M., Choi, J., Curry, M., Kurc, T., Liu, Q., Lofstead, J., Maltzahn, C., Parashar, M., Podhorszki, N., Suchyta, E., Wang, F., Wolf, M., Chang, C. S., Churchill, M. & Ethier, S., Nov 11 2016, In : Journal of Physics: Conference Series. 759, 1, 012095.

Research output: Contribution to journalConference article

3 Scopus citations

Kepler + CometCloud: Dynamic scientific workflow execution on federated cloud resources

Wang, J., AbdelBaky, M., Diaz-Montes, J., Purawat, S., Parashar, M. & Altintas, I., Jan 1 2016, In : Procedia Computer Science. 80, p. 700-711 12 p.

Research output: Contribution to journalConference article

7 Scopus citations

Nonlinear hierarchical part-based regression for unconstrained face alignment

Yu, X., Lin, Z., Shaoting, Z. & Metaxas, D. N., Jan 1 2016, In : IJCAI International Joint Conference on Artificial Intelligence. 2016-January, p. 2711-2717 7 p.

Research output: Contribution to journalConference article

1 Scopus citations

Visual tracking with reliable memories

Shu, W., Shaoting, Z., Liu, W. & Metaxas, D., Jan 1 2016, In : IJCAI International Joint Conference on Artificial Intelligence. 2016-January, p. 3491-3497 7 p.

Research output: Contribution to journalConference article

7 Scopus citations
2015

Bodypart recognition using multi-stage deep learning

Yan, Z., Zhan, Y., Peng, Z., Liao, S., Shinagawa, Y., Metaxas, D. & Zhou, X. S., Jan 1 2015, In : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 9123, p. 449-461 13 p.

Research output: Contribution to journalConference article

26 Scopus citations
2014

Average case analysis of high-dimensional block-sparse recovery and regression for arbitrary designs

Bajwa, W. U., Duarte, M. F. & Calderbank, R., Jan 1 2014, In : Journal of Machine Learning Research. 33, p. 57-67 11 p.

Research output: Contribution to journalConference article

1 Scopus citations

Exploring Automatic, Online Failure Recovery for Scientific Applications at Extreme Scales

Gamell, M., Katz, D. S., Kolla, H., Chen, J., Klasky, S. & Parashar, M., Jan 16 2014, In : International Conference for High Performance Computing, Networking, Storage and Analysis, SC. 2015-January, January, p. 895-906 12 p., 7013060.

Research output: Contribution to journalConference article

36 Scopus citations

Mode estimation for high dimensional discrete tree graphical models

Chen, C., Liu, H., Metaxas, D. N. & Zhao, T., Jan 1 2014, In : Advances in Neural Information Processing Systems. 2, January, p. 1323-1331 9 p.

Research output: Contribution to journalConference article

9 Scopus citations
2013

Computing the M most probable modes of a graphical model

Chen, C., Kolmogorov, V., Zhu, Y., Metaxas, D. & Lampert, C. H., Jan 1 2013, In : Journal of Machine Learning Research. 31, p. 161-169 9 p.

Research output: Contribution to journalConference article

9 Scopus citations

Handling noise in single image deblurring using directional filters

Zhong, L., Cho, S., Metaxas, D., Paris, S. & Wang, J., 2013, In : Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 612-619 8 p., 6618929.

Research output: Contribution to journalConference article

139 Scopus citations
2011

Deformable segmentation via sparse shape representation

Zhang, S., Zhan, Y., Dewan, M., Huang, J., Metaxas, D. N. & Zhou, X. S., Oct 11 2011, In : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6892 LNCS, PART 2, p. 451-458 8 p.

Research output: Contribution to journalConference article

36 Scopus citations

Investigating MapReduce framework extensions for efficient processing of geographically scattered datasets

Gadre, H., Rodero, I. & Parashar, M., Dec 21 2011, In : Performance Evaluation Review. 39, 3, p. 116-118 3 p.

Research output: Contribution to journalConference article

6 Scopus citations
2005

An approach for intent identification by building on deception detection

Burgoon, J., Adkins, M., Kruse, J., Jensen, M. L., Meservy, T., Twitchell, D. P., Deokar, A., Nunamaker, J. F., Lu, S., Tsechpenakis, G., Metaxas, D. N. & Younger, R. E., Nov 10 2005, In : Proceedings of the Annual Hawaii International Conference on System Sciences. 1 p.

Research output: Contribution to journalConference article

21 Scopus citations

Autonomic computing: An overview

Parashar, M. & Hariri, S., 2005, In : Lecture Notes in Computer Science. 3566, p. 257-269 13 p.

Research output: Contribution to journalConference article

133 Scopus citations

Autonomic runtime manager for adaptive distributed applications

Yang, J., Chen, H., Hariri, S. & Parashar, M., Nov 10 2005, In : Proceedings of the IEEE International Symposium on High Performance Distributed Computing. p. 69-78 10 p.

Research output: Contribution to journalConference article

3 Scopus citations

Autonomic runtime system for large scale parallel and distributed applications

Yang, J., Chen, H., Kim, B. U., Hariri, S. & Parashar, M., 2005, In : Lecture Notes in Computer Science. 3566, p. 297-311 15 p.

Research output: Contribution to journalConference article

Blob analysis of the head and hands: A method for deception detection

Lu, S., Tsechpenakis, G., Metaxas, D. N., Jensen, M. L. & Kruse, J., Nov 10 2005, In : Proceedings of the Annual Hawaii International Conference on System Sciences. 1 p.

Research output: Contribution to journalConference article

40 Scopus citations

Computational modeling and simulation of heart ventricular mechanics from tagged MRI

Hu, Z., Metaxas, D. & Axel, L., Sep 27 2005, In : Lecture Notes in Computer Science. 3504, p. 369-383 15 p.

Research output: Contribution to journalConference article

2 Scopus citations

Computational modeling and simulation of heart ventricular mechanics with tagged MRI

Hu, Z., Metaxas, D. & Axel, L., Jan 1 2005, In : ACM Symposium on Solid Modeling and Applications, SM. p. 79-88 10 p.

Research output: Contribution to journalConference article

4 Scopus citations

Dynamic data driven coupling of continuous and discrete methods for 3D tracking

Metaxas, D. & Tsechpenakis, G., Jan 1 2005, In : Lecture Notes in Computer Science. 3515, II, p. 712-720 9 p.

Research output: Contribution to journalConference article

Open Access
3 Scopus citations

Enabling autonomic grid applications: Dynamic composition, coordination and interaction

Li, Z. & Parashar, M., Jan 1 2005, In : Lecture Notes in Computer Science. 3566, p. 270-285 16 p.

Research output: Contribution to journalConference article

1 Scopus citations

In-vivo motion analysis of bi-ventricular hearts from tagged MR images

Park, K., Axel, L. & Metaxas, D. N., Aug 25 2005, In : Progress in Biomedical Optics and Imaging - Proceedings of SPIE. 5746, I, p. 184-191 8 p., 23.

Research output: Contribution to journalConference article

1 Scopus citations

Robust segmentation of 4D cardiac MRI-tagged images via spatio-temporal propagation

Qian, Z., Huang, X., Metaxas, D. & Axel, L., Aug 25 2005, In : Progress in Biomedical Optics and Imaging - Proceedings of SPIE. 5746, II, p. 580-591 12 p., 68.

Research output: Contribution to journalConference article

16 Scopus citations

Self-optimization of large scale wildfire simulations

Yang, J., Chen, H., Hariri, S. & Parashar, M., 2005, In : Lecture Notes in Computer Science. 3514, I, p. 615-622 8 p.

Research output: Contribution to journalConference article

Open Access
2 Scopus citations

Towards dynamic data-driven optimization of oil well placement

Parashar, M., Matossian, V., Bangerth, W., Klie, H., Rutt, B., Kurc, T., Catalyurek, U., Saltz, J. & Wheeler, M. F., Sep 30 2005, In : Lecture Notes in Computer Science. 3515, II, p. 656-663 8 p.

Research output: Contribution to journalConference article

6 Scopus citations
2004

3D cardiac anatomy reconstruction using high resolution CT data

Chen, T., Metaxas, D. & Axel, L., 2004, In : Lecture Notes in Computer Science. 3216, PART 1, p. 411-418 8 p.

Research output: Contribution to journalConference article

Open Access
21 Scopus citations

3D facial tracking from corrupted movie sequences

Goldenstein, S., Vogler, C. & Metaxas, D., Oct 19 2004, In : Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. 1, p. I880-I885

Research output: Contribution to journalConference article

12 Scopus citations
55 Scopus citations

A hierarchical framework for high resolution facial expression tracking

Huang, X., Zhang, S., Wang, Y., Metaxas, D. & Samaras, D., Jan 1 2004, In : IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops. 2004-January, January, 1384811.

Research output: Contribution to journalConference article

26 Scopus citations

Extracting tissue deformation using Gabor filter banks

Montillo, A., Metaxas, D. & Axel, L., Jul 5 2004, In : Proceedings of SPIE - The International Society for Optical Engineering. 5369, p. 1-9 9 p.

Research output: Contribution to journalConference article

18 Scopus citations

Human gait recognition

Zhang, R., Vogler, C. & Metaxas, D., 2004, In : IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops. 2004-January, January, 1384807.

Research output: Contribution to journalConference article

79 Scopus citations

Hybrid image registration based on configural matching of scale-invariant salient region features

Huang, X., Sun, Y., Metaxas, D., Sauer, F. & Xu, C., Jan 1 2004, In : IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops. 2004-January, January, 1384966.

Research output: Contribution to journalConference article

46 Scopus citations

Learning coupled prior shape and appearance models for segmentation

Huang, X., Li, Z. & Metaxas, D., 2004, In : Lecture Notes in Computer Science. 3216, PART 1, p. 60-69 10 p.

Research output: Contribution to journalConference article

Open Access
21 Scopus citations

MetaMorphs: Deformable shape and texture models

Huang, X., Metaxas, D. & Chen, T., Oct 19 2004, In : Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. 1, p. I496-I503

Research output: Contribution to journalConference article

70 Scopus citations

Outlier rejection in deformable model tracking

Goldenstein, S., Vogler, C., Stolfi, J., Pavlovic, V. & Metaxas, D., Jan 1 2004, In : IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops. 2004-January, January, 1384808.

Research output: Contribution to journalConference article

2 Scopus citations

Pulmonary micronodule detection from 3D chest CT

Chang, S., Emoto, H., Metaxas, D. N. & Axel, L., 2004, In : Lecture Notes in Computer Science. 3217, 1 PART 2, p. 821-828 8 p.

Research output: Contribution to journalConference article

Open Access
27 Scopus citations
2003

Establishing local correspondences towards compact representations of anatomical structures

Huang, X., Paragios, N. & Metaxas, D., 2003, In : Lecture Notes in Computer Science. 2879, PART 2, p. 926-934 9 p.

Research output: Contribution to journalConference article

Open Access
32 Scopus citations

Gibbs prior models, marching cubes, and deformable models: A hybrid framework for 3D medical image segmentation

Chen, T. & Metaxas, D., 2003, In : Lecture Notes in Computer Science. 2879, PART 2, p. 703-710 8 p.

Research output: Contribution to journalConference article

Open Access
18 Scopus citations

Hybrid segmentation framework for 3D medical image analysis

Chen, T. & Metaxas, D., Sep 15 2003, In : Proceedings of SPIE - The International Society for Optical Engineering. 5032 III, p. 1421-1432 12 p.

Research output: Contribution to journalConference article

Interaction between noise suppression and inhomogeneity correction in MRI

Montillo, A., Udupa, J., Axel, L. & Metaxas, D., Sep 15 2003, In : Proceedings of SPIE - The International Society for Optical Engineering. 5032 II, p. 1025-1036 12 p.

Research output: Contribution to journalConference article

30 Scopus citations

Optimal Feature Combination for Automated Segmentation of Prostatic Adenocarcinoma from High Resolution MRI

Madabhushi, A., Feldman, M., Metaxas, D., Chute, D. & Tomaszeweski, J., Dec 1 2003, In : Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. 1, p. 614-617 4 p.

Research output: Contribution to journalConference article

4 Scopus citations

Optimizing Web servers using Page rank prefetching for clustered accesses

Safronov, V. & Parashar, M., Apr 1 2003, In : Information Sciences. 150, 3-4, p. 165-176 12 p.

Research output: Contribution to journalConference article

11 Scopus citations

Real-time multi-functional optical coherence tomography

Park, B. H., Pierce, M., Cense, B. & De Boer, J. F., 2003, In : Proceedings of SPIE - The International Society for Optical Engineering. 4956, p. 179-186 8 p.

Research output: Contribution to journalConference article

Scan-conversion algorithm for ridge point detection on tubular objects

Chang, S., Metaxas, D. N. & Axel, L., Jan 1 2003, In : Lecture Notes in Computer Science. 2879, PART 2, p. 158-165 8 p.

Research output: Contribution to journalConference article

Open Access
10 Scopus citations

Segmentation and Analysis of 3D Cardiac Motion from Tagged MRI Images

Metaxas, D., Axel, L., Hu, Z., Montillo, A., Park, K. & Qian, Z., Dec 1 2003, In : Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. 1, p. 122-125 4 p.

Research output: Contribution to journalConference article

3 Scopus citations

Segmenting Cardiac MRI Tagging Lines using Gabor Filter Banks

Qian, Z., Montillo, A., Metaxas, D. & Axel, L., Dec 1 2003, In : Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. 1, p. 630-633 4 p.

Research output: Contribution to journalConference article

31 Scopus citations

Using multiple cues for hand tracking and model refinement

Lu, S., Metaxas, D., Samaras, D. & Oliensis, J., Sep 1 2003, In : Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. 2

Research output: Contribution to journalConference article

93 Scopus citations
29 Scopus citations
2002

Automated segmentation and motion estimation of LV/RV motion from MRI

Metaxas, D., Axel, L., Montillo, A. & Park, K., Dec 1 2002, In : Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. 2, p. 1099-1100 2 p.

Research output: Contribution to journalConference article

2 Scopus citations