Diagnostic Radiology

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Conference contribution
2019

Deep residual dense U-Net for resolution enhancement in accelerated MRI acquisition

Ding, P. L. K., Li, Z., Zhou, Y. & Li, B., Jan 1 2019, Medical Imaging 2019: Image Processing. Angelini, E. D., Angelini, E. D., Angelini, E. D. & Landman, B. A. (eds.). SPIE, 109490F. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10949).

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

Learning fixed points in generative adversarial networks: From image-to-image translation to disease detection and localization

Siddiquee, M. M. R., Zhou, Z., Tajbakhsh, N., Feng, R., Gotway, M., Bengio, Y. & Liang, J., Oct 2019, Proceedings - 2019 International Conference on Computer Vision, ICCV 2019. Institute of Electrical and Electronics Engineers Inc., p. 191-200 10 p. 9008137. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2019-October).

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

3 Scopus citations

Models genesis: generic autodidactic models for 3d medical image analysis

Zhou, Z., Sodha, V., Rahman Siddiquee, M. M., Feng, R., Tajbakhsh, N., Gotway, M. B. & Liang, J., 2019, Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 - 22nd International Conference, Proceedings. Shen, D., Yap, P-T., Liu, T., Peters, T. M., Khan, A., Staib, L. H., Essert, C. & Zhou, S. (eds.). Springer, p. 384-393 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11767 LNCS).

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

7 Scopus citations
2018

Computer-aided classification of breast masses using contrast-enhanced digital mammograms

Danala, G., Aghaei, F., Heidari, M., Wu, T., Patel, B. & Zheng, B., Jan 1 2018, Medical Imaging 2018: Computer-Aided Diagnosis. Mori, K. & Petrick, N. (eds.). SPIE, Vol. 10575. 105752K

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

3 Scopus citations
2017

Fine-tuning convolutional neural networks for biomedical image analysis: Actively and incrementally

Zhou, Z., Shin, J., Zhang, L., Gurudu, S., Gotway, M. & Liang, J., Nov 6 2017, Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017. Institute of Electrical and Electronics Engineers Inc., p. 4761-4772 12 p. (Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017; vol. 2017-January).

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

120 Scopus citations
2015

Advanced image reconstruction strategies for 4D prostate DCE-MRI: Steps toward clinical practicality

Stinson, E. G., Borisch, E. A., Froemming, A. T., Kawashima, A., Young, P. M., Warndahl, B. A., Grimm, R. C., Manduca, A., Riederer, S. J. & Trazasko, J. D., 2015, Proceedings of SPIE - The International Society for Optical Engineering. SPIE, Vol. 9597. 959704

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

Computer-aided pulmonary embolism detection using a novel vessel-aligned multi-planar image representation and convolutional neural networks

Tajbakhsh, N., Gotway, M. & Liang, J., 2015, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference, Proceedings. Springer Verlag, Vol. 9350. p. 62-69 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9350).

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

38 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

Simulating the effects of embolic coils on cerebral aneurysm fluid dynamics using finite element modeling

Babiker, M. H., Gonzalez, L. F., Chong, B. & Frakes, D. H., Dec 1 2013, ASME 2013 Summer Bioengineering Conference, SBC 2013. (ASME 2013 Summer Bioengineering Conference, SBC 2013; vol. 1 B).

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

1 Scopus citations
2011

Liver fat quantification using fast kVp-switching dual energy CT

Kriston, A., Mendonça, P., Silva, A., Paden, R. G., Pavlicek, W., Sahani, D., Janos Kis, B., Rusko, L., Okerlund, D. & Bhotika, R., Jun 9 2011, Medical Imaging 2011: Image Processing. 79623W. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 7962).

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

3 Scopus citations
2010

1.5T MRI-guided trans-perineal laser ablation of locally recurrent prostate adenocarcinoma

McPhail, E. F., Mynderse, L. A., Callstrom, M. R., Gorny, K. R., McNichols, R. J., Atwell, T. D., Gettman, M. T., Amrami, K. K., Kawashima, A. & Woodrum, D. A., Dec 1 2010, Photonic Therapeutics and Diagnostics VI. 754816. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 7548).

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

Automated liver lesion characterization using fast kVp switching dual energy computed tomography imaging

Santamaria-Pang, A., Dutta, S., Makrogiannis, S., Hara, A., Pavlicek, W., Silva, A., Thomsen, B., Robertson, S., Okerlund, D., Langan, D. A. & Bhotika, R., Jan 1 2010, Medical Imaging 2010: Computer-Aided Diagnosis. Summers, R. M. & Karssemeijer, N. (eds.). SPIE, 76240V. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 7624).

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

11 Scopus citations

Initial use of fast switched dual energy CT for coronary artery disease

Pavlicek, W., Pansé, P., Hara, A., Boltz, T., Paden, R., Yamak, D., Licato, P., Chandra, N., Okerlund, D., Dutta, S., Bhotika, R. & Langan, D., Dec 1 2010, Medical Imaging 2010: Physics of Medical Imaging. PART 2 ed. 76221V. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 7622, no. PART 2).

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

8 Scopus citations
2009

Assessing radiology resident preparedness to manage IV contrast media reactions using simulation technology

Krupinski, E. A., Patel, B., Berger, W., Hamilton, A. J., Knapp, A. E., Becker, G. J. & Gatenby, R. A., Jan 1 2009, Medicine Meets Virtual Reality 17 - NextMed: Design for/the Well Being. IOS Press, p. 139-141 3 p. (Studies in Health Technology and Informatics; vol. 142).

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

6 Scopus citations

Identifying miRNA and imaging features associated with metastasis of lung cancer to the brain

Nasser, S., Ranade, A. R., Sridhart, S., Haney, L., Korn, R. L., Gotway, M. B., Weissy, G. J. & Kim, S., Dec 1 2009, 2009 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2009. p. 246-251 6 p. 5341798. (2009 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2009).

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

8 Scopus citations

Image-based dual energy CT improvements using gram-schmidt method

Park, K. K., Akay, M., Pavlicek, W., Boltz, T., Paden, R. & Hara, A., Jun 15 2009, Medical Imaging 2009: Physics of Medical Imaging. 72583S. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 7258).

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

1 Scopus citations
2007

Electronic stool subtraction using quadratic regression, morphological operations, and distance transforms

Carston, M., Manduca, A. & Johnson, C. D., Oct 15 2007, Medical Imaging 2007: Physiology, Function, and Structure from Medical Images. PART 1 ed. 65110W. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 6511, no. PART 1).

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

7 Scopus citations

Using Pareto fronts to evaluate polyp detection algorithms for CT colonography

Huang, A., Li, J., Summers, R. M., Petrick, N. & Hara, A. K., Oct 18 2007, Medical Imaging 2007: Computer-Aided Diagnosis. PART 1 ed. 651407. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 6514, no. PART 1).

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

3 Scopus citations
2006

Accuracy requirements for cannon-launched space missions

Putman, P. T., Scruggs, S. J., Zhou, Y. X., Fang, H. & Salama, K., Dec 28 2006, Earth and Space 2006 - Proceedings of the 10th Biennial International Conference on Engineering, Construction, and Operations in Challenging Environments. 1 p. (Earth and Space 2006 - Proceedings of the 10th Biennial International Conference on Engineering, Construction, and Operations in Challenging Environments; vol. 2006).

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

Hybrid committee classifier for a computerized colonic polyp detection system

Li, J., Yao, J., Petrick, N., Summers, R. M. & Hara, A. K., Jun 22 2006, Medical Imaging 2006: Image Processing. 61445A. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 6144 III).

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

4 Scopus citations
2005

An efficient feature selection algorithm for computer-aided polyp detection

Li, J., Yao, J., Summers, R. M. & Hara, A., Dec 1 2005, Recent Advances in Artifical Intelligence - Proceedings of the Eighteenth International Florida Artificial Intelligence Research Society Conference, FLAIRS 2005. Russell, I. & Markov, Z. (eds.). p. 381-386 6 p. (Proceedings of the Eighteenth International Florida Artificial Intelligence Research Society Conference, FLAIRS 2005 - Recent Advances in Artifical Intelligence).

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

2 Scopus citations

Superconductor permanent magnets for advanced propulsion applications

Putman, P., Zhou, Y., Salama, K., Robertson, T. & Bond, D. D., Dec 1 2005, Space Technology and Applications International Forum - STAIF 2005, Including Co-located Conferences. p. 1282-1289 8 p. (AIP Conference Proceedings; vol. 746).

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

1 Scopus citations
1997

Automatic segmentation, tissue characterization, and rapid diagnosis enhancements to the computed tomographic colonography analysis workstation

Reed, J. E. & Johnson, C. D., Dec 1 1997, Proceedings of SPIE - The International Society for Optical Engineering. Society of Photo-Optical Instrumentation Engineers, p. 433-440 8 p. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 3033).

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

8 Scopus citations