Alison Pouch, PhD
Penn Medicine Provider

About me

  • Assistant Professor of Radiology and Bioengineering

Insurance accepted

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My research

Li, H., Oguz, B., Arenas, G., Yao, X., Wang, J., Pouch, A.M., Byram, B., Schwartz, N., Oguz, I. Interactive Segmentation Model for Placenta Segmentation from 3D Ultrasound Images , Lecture Notes in Computer Science: 2025,132-142


Lobo, T., Wu, W., Litt, H., Freas, M., Goldfinger, S., Ferrari, V., Bavaria, J., Desai, N., Pouch, A. Patient-Specific Ascending Aortic Wall Shear Stress and Strain Analysis from 4D CT , Circulation, 152(Suppl_3): 2025,A4369577-A4369577


Yao, X., Yu, R., Hu, D., Yang, H., Lou, A., Wang, J., Lu, D., Arenas, G., Oguz, B., Pouch, A.M., Schwartz, N., Byram, B.C., Oguz, I. SynStitch: A Self-Supervised Learning Network For Ultrasound Image Stitching Using Synthetic Training Pairs And Indirect Supervision , Proceedings of the IEEE International Symposium on Biomedical Imaging: 2025,1-5


Wu, W., Daneker, M., Herz, C., Dewey, H., Weiss, J.A., Pouch, A.M., Lu, L., Jolley, M.A. A Non-Invasive Method For Determining Elastic Parameters Of Valve Tissue Using Physics-Informed Neural Networks , Acta Biomaterialia, 200: 2025,283-298


Li, H., Oguz, B., Arenas, G., Yao, X., Wang, J., Lu, D., Pouch, A.M., Byram, B., Schwartz, N., Oguz, I. PRISM Lite: A Lightweight Model For Interactive 3D Placenta Segmentation In Ultrasound , Proceedings of SPIE Medical Imaging, 13406: 2025,134060B


Yao, X., Yu, R., DiSanto, N., Aghdam, E.K., Oguine, K.J., Lu, D., Lou, A., Wang, J., Hu, D., Arenas, G.A., Oguz, B., Pouch, A.M., Schwartz, N., Byram, B., Oguz, I. LOTUS: Latent Outpainting Diffusion Model for Three-Dimensional Ultrasound Stitching , Proceedings of Machine Learning Research: 2025


Guo Z, Dong NJ, Litt H, Yushkevich N, Freas M, Nunez J, Ferrari V, Hao J, Goldfinger S, Jolley MA, Bavaria J, Desai ND, Pouch AM Towards Patient-Specific Surgical Planning for Bicuspid Aortic Valve Repair: Fully Automated Segmentation of the Aortic Valve in 4D CT , Proceedings of IEEE International Symposium on Biomedical Imaging: 2025


Haese, C.E., Dubey, V., Mathur, M., Pouch, A.M., Timek, T.A., Rausch, M.K. Tricuspid Valve Edge-To-Edge Repair Simulations Are Highly Sensitive To Annular Boundary Conditions , Journal of the Mechanical Behavior of Biomedical Materials, 163: 2025,106879


Chan, T.J., Sahni, A., Fang, Y., Li, J., Luthra, A., Pouch, A.M., Rajapakse, C.S. SAM3D: Zero-Shot Semi-Automatic Segmentation in 3D Medical Images with the Segment Anything Model , Proceedings of SPIE Medical Imaging, 13406: 2025


MacKay, E.M.*, Goldfinger, S.*, Chan, T.J., Grasfield, R.H., Eswar, V.J., Li, K., Cao, Q., Pouch, A.M. Automated Structured Data Extraction From Intraoperative Echocardiography Reports Using Large Language Models , British Journal of Anaesthesia, 134(5): 2025,1308-1317