Research Output

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Conference contribution
2015

S-transform based approach for texture analysis of medical images

Pradhan, P. M., Cheng, C. H. & Mitchell, J. R., Feb 18 2015, 2014 International Conference on High Performance Computing and Applications, ICHPCA 2014. Institute of Electrical and Electronics Engineers Inc., 7045374. (2014 International Conference on High Performance Computing and Applications, ICHPCA 2014).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations
2014

3D reconstruction of the left ventricle from four echocardiographic projections

Rajan, N. K., Song, Z., Hoffmann, K. R., Belohlavek, M., McMahon, E. M. & Borazjani, I., 2014, 34th Computers and Information in Engineering Conference. American Society of Mechanical Engineers (ASME), Vol. 1A.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations
2013

Parallel multi-material decomposition of dual-energy CT data

Maia, R. S., Jacob, C., Ross Mitchell, J., Hara, A. K., Silva, A. C. & Pavlicek, W., Dec 9 2013, Proceedings of CBMS 2013 - 26th IEEE International Symposium on Computer-Based Medical Systems. p. 465-468 4 p. 6627842. (Proceedings of CBMS 2013 - 26th IEEE International Symposium on Computer-Based Medical Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2012

Shape-based analysis of right ventricular dysfunction associated with acute pulmonary embolism

Tajbakhsh, N., Xue, W., Wu, H., Liang, J., McMahon, E. M. & Belohlavek, M., May 14 2012, Medical Imaging 2012: Biomedical Applications in Molecular, Structural, and Functional Imaging. 83170G. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 8317).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2011

NRProF: Neural response based protein function prediction algorithm

Yalamanchili, H. K., Wang, J. & Xiao, Q. W., Oct 28 2011, 2011 IEEE International Conference on Systems Biology, ISB 2011. p. 33-40 8 p. (2011 IEEE International Conference on Systems Biology, ISB 2011).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations
2010

A work-efficient GPU algorithm for level set segmentation

Roberts, M., Sousa, M. C. & Mitchell, J. R., Sep 7 2010, ACM SIGGRAPH 2010 Posters, SIGGRAPH '10. 53. (ACM SIGGRAPH 2010 Posters, SIGGRAPH '10).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

10 Scopus citations
2009

Predicting MGMT methylation status of glioblastomas from MRI texture

Levner, I., Drabycz, S., Roldan, G., De Robles, P., Cairncross, J. G. & Mitchell, R., Dec 1 2009, Medical Image Computing and Computer-Assisted Intervention - MICCAI2009 - 12th International Conference, Proceedings. PART 2 ed. p. 522-530 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5762 LNCS, no. PART 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
36 Scopus citations
2008

Self-similarity of images in the Fourier domain, with applications to MRI

Mayer, G. S., Vrscay, E. R., Lauzon, M. L., Goodyear, B. G. & Mitchell, J. R., Jul 28 2008, Image Analysis and Recognition - 5th International Conference, ICIAR 2008, Proceedings. p. 43-52 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5112 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations
2007

A new method to collapse the S-transform into local spectra by integrating in squares

Drabycz, S., Bjarnason, T. A. & Mitchell, J. R., Dec 1 2007, 2007 Canadian Conference on Electrical and Computer Engineering, CCECD. p. 741-744 4 p. 4232849. (Canadian Conference on Electrical and Computer Engineering).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Reduced memory requirements for the S-transform

Bjarnason, T. A., Drabycz, S. & Mitchell, J. R., Dec 1 2007, 2007 Canadian Conference on Electrical and Computer Engineering, CCECD. p. 745-747 3 p. 4232850. (Canadian Conference on Electrical and Computer Engineering).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations
2006

A novel MRI texture analysis of demyelination and inflammation in relapsing-remitting experimental allergic encephalomyelitis

Zhang, Y., Wells, J., Buist, R., Peeling, J., Yong, V. W. & Mitchell, J. R., Jan 1 2006, Medical Image Computing and Computer-Assisted Intervention, MICCAI 2006 - 9th International Conference, Proceedings. Springer Verlag, p. 760-767 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4190 LNCS - I).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
15 Scopus citations
2005

Maximum entropy deconvolution for dynamic susceptibility contrast magnetic resonance imaging

Drabycz, S. A., Brown, R. A., Law, A. G. & Mitchell, J. R., Dec 1 2005, Proceedings of the 5th IASTED International Conference on Visualization, Imaging, and Image Processing, VIIP 2005. p. 442-447 6 p. (Proceedings of the 5th IASTED International Conference on Visualization, Imaging, and Image Processing, VIIP 2005).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Neural network and principal component analyses of highly variable myocardial mechanical waveforms derived from echocardiographic ultrasound images

McMahon, E. M., Korinek, J., Zhang, H., Sonka, M., Manduca, A. & Belohlavek, M., Dec 1 2005, Proceedings of the International Joint Conference on Neural Networks, IJCNN 2005. p. 3017-3022 6 p. 1556406. (Proceedings of the International Joint Conference on Neural Networks; vol. 5).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Texture analysis for non-invasive identification of brain tumor genotype from MRI

Brown, R. A., Zlatescu, M. C., Cairncross, J. G. & Mitchell, J. R., Dec 1 2005, Proceedings of the 5th IASTED International Conference on Visualization, Imaging, and Image Processing, VIIP 2005. p. 459-464 6 p. (Proceedings of the 5th IASTED International Conference on Visualization, Imaging, and Image Processing, VIIP 2005).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations
2004

3D progressive imaging with feature selection

Brown, R. A., Zhu, H., Mitchell, J. R. & Law, A. G., Dec 1 2004, Proceedings of the International Conference on Mathematics and Engineering Techniques in Medicine and Biological Sciences, METMBS'04. Valafar, F. & Valafar, H. (eds.). p. 216-219 4 p. (Proceedings of the International Conference on Mathematics and Engineering Techniques in Medicine and Biological Sciences, METMBS'04).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

MR multi-spectral texture analysis using space-frequency information

Zhu, H., Zhang, Y., Wei, X., Metz, L. M., Law, A. G. & Mitchell, J. R., Dec 1 2004, Proceedings of the International Conference on Mathematics and Engineering Techniques in Medicine and Biological Sciences, METMBS'04. Valafar, F. & Valafar, H. (eds.). p. 173-179 7 p. (Proceedings of the International Conference on Mathematics and Engineering Techniques in Medicine and Biological Sciences, METMBS'04).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

9 Scopus citations

Quantitation of regional myocardial function during short-lived events with ultrasound imaging

McMahon, E. M., Wang, J., Korinek, J., Urheim, S. & Belohlavek, M., Dec 1 2004, 2004 2nd IEEE International Symposium on Biomedical Imaging: Macro to Nano. p. 508-511 4 p. (2004 2nd IEEE International Symposium on Biomedical Imaging: Macro to Nano; vol. 1).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Spectral compensation for tissue attenuation and transmit intensity in ultrasonic detection of microbubbles by harmonic method

Chen, S., Fatemi, M., McMahon, E., Greenleaf, J. F. & Belohlavek, M., Dec 1 2004, Proceedings - 2004 IEEE Ultrasonics Symposium: A Conference of the IEEE International Ultrasonics, Ferroelectrics, and Frequency Control Society, UFFC-S. Yuhas, M. P. (ed.). p. 982-985 4 p. U1-I-2. (Proceedings - IEEE Ultrasonics Symposium; vol. 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations
2003

Representing and reasoning about signal networks: An illustration using NFκB dependent signaling pathways

Baral, C., Chancellor, K., Tran, N. & Tran, N., Jan 1 2003, Proceedings of the 2003 IEEE Bioinformatics Conference, CSB 2003. Institute of Electrical and Electronics Engineers Inc., p. 623-628 6 p. 1227427. (Proceedings of the 2003 IEEE Bioinformatics Conference, CSB 2003).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations
2002

Ultrasound propagation model for attenuation reduction and cardiac contrast perfusion visualization

Belohlavek, M., Asanuma, T., Kierulf, T., Fatemi, M. & Greenleaf, J. F., Jan 1 2002, 2002 IEEE International Symposium on Biomedical Imaging, ISBI 2002 - Proceedings. IEEE Computer Society, p. 445-448 4 p. 1029290. (Proceedings - International Symposium on Biomedical Imaging; vol. 2002-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations
1999

A post-processing technique to suppress fluid signal and increase contrast in multispectral MR exams of MS patients

Mitchell, J. R., Gareau, P., Karlik, S. & Rutt, B., 1999, Medical Image Computing and Computer-Assisted Intervention –MICCAI 1999 - 2nd International Conference, Proceedings. Taylor, C. & Colchester, A. (eds.). Springer Verlag, p. 218-226 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1679).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
1 Scopus citations
1996

Image analysis using modified self-organizing maps: Automated delineation of the left ventricular cavity boundary in serial echocardiograms

Belohlavek, M., Manduca, A., Behrenbeck, T., Seward, J. B. & Greenleaf, J. F., 1996, Visualization in Biomedical Computing - 4th International Conference, VBC 1996, Proceedings. Hohne, K. H. & Kikinis, R. (eds.). Springer Verlag, p. 247-252 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1131).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Scopus citations
1993

Multispectral analysis and visualization of multiple sclerosis lesions in MR volumes of the brain

Mitchell, J. R., Karlik, S. J., Lee, D. & Fenster, A., Dec 1 1993, Proceedings of SPIE - The International Society for Optical Engineering. Loew, M. H. (ed.). Publ by Society of Photo-Optical Instrumentation Engineers, p. 442-452 11 p. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 1898).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations
1992

Automated detection and quantification of multiple sclerosis lesions in MR volumes of the brain

Mitchell, J. R., Karlik, S., Lee, D. & Fenster, A., Jan 1 1992, Proceedings of SPIE - The International Society for Optical Engineering. Publ by Int Soc for Optical Engineering, p. 99-106 8 p. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 1652).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Scopus citations

Multidimensional ultrasonic visualization in cardiology

Belohlavek, M., Dutt, V., Greenleaf, J. F., Foley, D. A., Gerber, T. C. & Seward, J. B., Jan 1 1992, 1992 Ultrasonics Symposium Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1137-1145 9 p. 275998. (Proceedings - IEEE Ultrasonics Symposium; vol. 1992-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Scopus citations