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Alison Pouch, PhD

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Research Associate of Radiology
Research Associate in Radiology, University of Pennsylvania
Department: Radiology

Contact information
Richards Building - 6th Floor
3700 Hamilton Walk
Philadelphia, PA 19104
Lab: 215-743-7073
BS (Physics - Honors Distinction, Anthropology)
The College of William and Mary, 2007.
PhD (Bioengineering - Biomedical Imaging and Informational Sciences)
University of Pennsylvania, 2013.
Cert (Bioinformatics)
University of Pennsylvania, 2018.
Post-Graduate Training
Postdoctoral Research Fellow in Surgery, University of Pennsylvania, 2013-2016.
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Selected Publications

Oguz, B. U., Wang, J., Yushkevich, N., Pouch, A., Gee, J., Yushkevich, P. A., Schwartz, N., Oguz, I.: Combining deep learning and multi-atlas label fusion for automated placenta segmentation from 3DUS. Medical Image Computing and Computer Assisted Intervention Society, Workshop on Perinatal, Preterm and Paediatric Image Analysis 2018.

Pouch, A. M., Aly, A. H., Lai, E. K., Yushkevich, N., Stoffers, R. H., Gorman 4th, J. H., Cheung, A. T., Gorman 3rd, J. H., Gorman, R. C., Yushkevich, P. A. : Image-based modeling of mitral valve dynamics for personalized surgical treatment of ischemic mitral regurgitation. 18th U.S. National Congress for Theoretical and Applied Mechanics 2018 Notes: Oral presentation.

Aly, A., Meijerink, F., Eperjesi, T., Bouma, W., Gorman 3rd, J. H., Yushkevich, P., Gorman R., Pouch, A.: Repair or replace? Answering a surgical dilemma with an automated image analysis tool for severe ischemic mitral regurgitation. Scientific Meeting of the Heart Valve Society 2018.

Aly, A., Pouch, A., Lasso, A., Nguyen, A., Scanlan, A., McGowan, F., Fichtinger, G., Gorman, R., Gorman 3rd, J. H., Yushkevich, P. A., Jolley, M. : Patient-specific pediatric tricuspid valve modeling in hypoplastic left heart syndrome: A step towards personalized repair. 18th U.S. National Congress for Theoretical and Applied Mechanics 2018.

Aly, A., Guo, Y., Wang, J., Pouch, A., Gorman 3rd, J. H., Gee, J., Yushkevich, P. A., Gorman, R. C.: Extracting clinical pearls from heart sound waves: A deep learning approach. American Heart Association Scientific Sessions 2018.

Rego, B. V., Khalighi, A. H., Drach, A., Lai, E. K., Pouch, A. M., Gorman, R. C., Gorman, J. H., Sacks, M. S.: A non-invasive method for the determination of in vivo mitral valve leaflet strains. Int J Numer Method Biomed Eng In press, 2018.

Aly, A. H., Aly, A. H., Elrakhawy, M., Haroun, K., Prieto-Riascos, L., Gorman Jr., R. C., Yushkevich, N., Saito, Y., Gorman 3rd, J. H., Gorman, R. C., Yushkevich, P. A., Pouch, A. M. : Semi-automated image segmentation of the midsystolic left ventricular mitral valve complex for ischemic mitral regurgitation. Stat Atlases Comput Models Heart In press, 2018.

Pouch, A. M., Oguz, I., Yushkevich, N., Gee, J. C., Yushkevich, P. A., Schwartz, N. : Novel 3D morphologic analysis of the early placenta using deformable medial modeling. American Journal of Obstetrics and Gynecology 216(1): S136, 2017 Notes: Poster presentation at the Pregnancy Meeting of the Society for Maternal-Fetal Medicine, 2017.

Bavo, A. M., Pouch, A. M., Degroote, J., Vierendeels, J., Gorman, J. H., Gorman, R. C., Segers, P.: Patient-specific CFD models for intraventricular flow analysis from 3D ultrasound imaging: Comparison of three clinical cases. J Biomech 50: 144-150, 2017.

Pouch, A. M., Aly, A. H., Lasso, A., Nguyen, A. V., Scanlan, A. B., McGowan, F. X., Fichtinger, G., Gorman, R. C., Gorman, J. H., 3rd, Yushkevich, P. A., Jolley, M. A.: Image Segmentation and Modeling of the Pediatric Tricuspid Valve in Hypoplastic Left Heart Syndrome. Funct Imaging Model Heart 10263: 95-105, 2017 Notes: Oral presentation at Functional Imaging and Modeling of the Heart, 2017.

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Last updated: 08/15/2018
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