Alison Pouch, PhD
Penn Medicine Provider
About me
- Assistant Professor of Radiology
Spoken languages
English
English
Insurance accepted
Please contact the practice and/or the member services department of your insurance company for specific details before receiving services. Providers may participate in some, but not all, products offered by a health plan; providers may also accept plans at some practice locations but not others.
Dr. Pouch is a Penn Medicine physician.
Qualifications and experience
- Council of Early Career Investigators in Imaging, Academy for Radiology and Biomedical Imaging Research, National
Treatments and conditions
Research
Publications
Chan, T., Goldfinger, S., Grasfield, R.H., Eswar, V., Barreto, D., Augoustides, J.G., Yan, V., Shah, R.M., Pouch, A.M., MacKay, E.J. Proof-of-Concept Automated Framework for Intraoperative Transesophageal Echocardiography: View Classification and Biventricular Function Assessment , Journal of Cardiothoracic and Vascular Anesthesia, 40(5): 2026,1339-1348
Yao, X., Yu, R., Lu, D., DiSanto, N., Aghdam, E.K., Oguine, K., Arenas, G., Oguz, B., Pouch, A.M., Schwartz, N., Byram, B.C., Oguz, I. From Geometry to Intensity: A Coarse-to-Fine Pipeline for Unsupervised 3D Ultrasound Stitching , Medical Imaging 2026: Image Processing, 13925: 2026,655-660
Oguz, B., Yao, X., Tawil, C., Pouch, A.M., Byram, B., Arenas, G., Schwartz, N., Oguz, I. Segmentation Confidence for Arbitrary CNNS , Proceedings of the IEEE 23rd International Symposium on Biomedical Imaging (ISBI): 2026
Lebowitz, E., Amin, S., Gloystein, T., Dong, J.N., Al Ghofaily, L., Cheung, A.T., Woo, Y.J., Bavaria, J.E., Desai, N.D., Pouch, A.M. A Novel Three-Dimensional Mirror Symmetry Score for Bicuspid Aortic Valves: Concordance with Established Symmetry Parameters , Proceedings of the Biomedical Engineering Society (BMES) Annual Meeting: 2026
Talati, V., Lebowitzh, E., Zhang, E., Chan, T., Pouch, A.M. Visual Modalities for Three-Dimensional Guided Ultrasound: A User Study , Proceedings of the Biomedical Engineering Society (BMES) Annual Meeting: 2026
Wu, W., Daemer, M., Weiss, J.A., Pouch, A.M., Jolley, M.A. A Geometric Feature Tracking Approach for Noninvasive Patient-Specific Estimation of Leaflet Strain from 3D Images of Heart Valves , Annals of Biomedical Engineering: 2026
Bellos, F., Li, Y., Dong, J.N., Guo, Z., MacKay, E.J., Li, Y., Avrithis, Y., Pouch, A.M., Corso, J.J. EchoVQA: Enabling Conversational Assistance for Point-of-Care Ultrasound , Proceedings of the 2026 Medical Image Computing and Computer Assisted Intervention (MICCAI) Society Meeting: 2026
Nakhaei, M., Pouch, A.M., Amin, S., Daemer, M., Herz, C., Yushkevich, N., Al Ghofaily, L., Desai, N.D., Bavaria, J.E., Jolley, M.A., Wu, W. Biomechanically Informed Image Registration for Patient-Specific Aortic Valve Strain Analysis , Annals of Biomedical Engineering: 2026,1-24
Amin, S., Yushkevich, N., Ghofaily, L.A., Cheung, A.T., Chan, T.J., Tran, N., Hao, J., Jolley, M.A., Woo, J.Y., Bavaria, J.E., Desai, N.D., Pouch, A.M. Fully Automatic Reconstruction of Bicuspid and Trileaflet Aortic Valves in 4D Transesophageal Echocardiography , Heart Valve Society Annual Meeting: 2026
Yao, X., DiSanto, N., Yu, R., Wang, J., Lu, D., Arenas, G.A., Oguz, B., Pouch, A.M., Schwartz, N., Byram, B., Oguz, I. VFMStitch: A Vision-Foundation-Model Empowered Framework for 3D Ultrasound Stitching via Geometric–Semantic Feature Fusion , Proceedings of Machine Learning Research, 315: 2026,2621-2639