Diagnostic Radiology

Research Output 1987 2019

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Conference contribution
2018
3 Citations (Scopus)

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

Mammography
breast
Breast
Area Under Curve
energy
2017
65 Citations (Scopus)

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., Vol. 2017-January. p. 4761-4772 12 p.

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

Image analysis
Tuning
Neural networks
Imaging techniques
Costs
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

Image Reconstruction
image reconstruction
Image reconstruction
Magnetic resonance imaging
Pharmacokinetics
24 Citations (Scopus)

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

Computer-aided Detection
Image Representation
Vessel
False Positive
Angiography
2013

Parallel multi-material decomposition of dual-energy CT data

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

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

Volume fraction
Decomposition
Electron energy levels
Tomography
Pixels

Parallel multi-material decomposition of Dual-Energy CT data

Maia, R. S., Jacob, C., Mitchell, J. R., Hara, A. K., Silva, A. C. & Pavlicek, W., 2013, Proceedings - IEEE Symposium on Computer-Based Medical Systems. Institute of Electrical and Electronics Engineers Inc., p. 465-468 4 p. 6627842

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

Volume fraction
Decomposition
Electron energy levels
Tomography
Pixels
1 Citation (Scopus)

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., 2013, ASME 2013 Summer Bioengineering Conference, SBC 2013. Vol. 1 B.

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

Intracranial Aneurysm
Hydrodynamics
Fluid dynamics
2011
3 Citations (Scopus)

Liver fat quantification using fast kVp-switching dual energy CT

Kriston, A., Mendonça, P., Silva, A. C., Paden, R. G., Pavlicek, W., Sahani, D., Janos Kis, B., Rusko, L., Okerlund, D. & Bhotika, R., 2011, Progress in Biomedical Optics and Imaging - Proceedings of SPIE. Vol. 7962. 79623W

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

fats
Oils and fats
liver
Liver
Fats
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., 2010, Progress in Biomedical Optics and Imaging - Proceedings of SPIE. Vol. 7548. 754816

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

Laser Therapy
Laser ablation
Magnetic resonance imaging
laser ablation
Prostate
9 Citations (Scopus)

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. C., Thomsen, B., Robertson, S., Okerlund, D., Langan, D. A. & Bhotika, R., 2010, Progress in Biomedical Optics and Imaging - Proceedings of SPIE. SPIE, Vol. 7624. 76240V

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

liver
Liver
lesions
Tomography
tomography
8 Citations (Scopus)

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., 2010, Progress in Biomedical Optics and Imaging - Proceedings of SPIE. PART 2 ed. Vol. 7622. 76221V

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

coronary artery disease
Angiography
angiography
Coronary Artery Disease
Stents
2009
1 Citation (Scopus)

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

Park, K. K., Akay, M., Pavlicek, W., Boltz, T., Paden, R. & Hara, A., 2009, Progress in Biomedical Optics and Imaging - Proceedings of SPIE. Vol. 7258. 72583S

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

Schmidt method
Noise
X-Rays
Vector spaces
Decomposition
2007
3 Citations (Scopus)

Using Pareto fronts to evaluate polyp detection algorithms for CT colonography

Huang, A., Li, J., Summers, R. M., Petrick, N. & Hara, A. K., 2007, Progress in Biomedical Optics and Imaging - Proceedings of SPIE. PART 1 ed. Vol. 6514. 651407

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

Evolutionary algorithms
Multiobjective optimization
Costs
Linux
2006
4 Citations (Scopus)

Hybrid committee classifier for a computerized colonic polyp detection system

Li, J., Yao, J., Petrick, N., Summers, R. M. & Hara, A. K., 2006, Progress in Biomedical Optics and Imaging - Proceedings of SPIE. Vol. 6144 III. 61445A

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

Classifiers
Neural networks
Support vector machines
Computerized tomography
2005
2 Citations (Scopus)

An efficient feature selection algorithm for computer-aided polyp detection

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

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

Feature extraction
Linear networks
Support vector machines
33 Citations (Scopus)

Optimizing the Support Vector Machines (SVM) committee configuration in a colonic polyp CAD system

Yao, J., Summers, R. M. & Hara, A., 2005, Progress in Biomedical Optics and Imaging - Proceedings of SPIE. Amini, A. A. & Manduca, A. (eds.). I ed. Vol. 5746. p. 384-392 9 p. 42

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

Support vector machines
Computer aided design
Analysis of variance (ANOVA)
Experiments
42 Citations (Scopus)

Surface curvature estimation for automatic colonic polyp detection

Huang, A., Summers, R. M. & Hara, A. K., 2005, Progress in Biomedical Optics and Imaging - Proceedings of SPIE. Amini, A. A. & Manduca, A. (eds.). I ed. Vol. 5746. p. 393-402 10 p. 43

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

Splines
Polynomials
Discriminators
Convolution
Sampling
1997
8 Citations (Scopus)

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, Vol. 3033. p. 433-440 8 p.

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

Volume rendering
workstations
preprocessing
Image processing
Tissue
1996
11 Citations (Scopus)

Interpretation of image sets containing convoluted tubular structures via transluminal sections and steerable intraluminal perspective views

Reed, J. E., Hara, A. K. & Johnson, C. D., 1996, Proceedings of SPIE - The International Society for Optical Engineering. Loew, M. H. & Hanson, K. M. (eds.). Vol. 2710. p. 1009-1019 11 p.

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

evaluation