Alison Marie Pouch

Assistant Professor, University of Pennsylvania, University of Pennsylvania

Joined

February 2019

Names

Alison Marie Pouch

Emails

****@pennmedicine.upenn.edu (Confirmed)

Personal Links

Career & Education History

Assistant Professor

University of Pennsylvania, University of Pennsylvania (upenn.edu)

2020 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

VFMStitch: A Vision-Foundation-Model Empowered Framework for 3D Ultrasound Stitching via Geometric–Semantic Feature Fusion
Xing Yao, Nick DiSanto, Runxuan Yu, Jiacheng Wang, Daiwei Lu, Gabriel A Arenas, Baris Oguz, Alison Marie Pouch, Nadav Schwartz, Brett Byram, Ipek Oguz
- MIDL 2026 Poster
- Readers: Everyone
LOTUS: Latent Outpainting Diffusion Model for Three-Dimensional Ultrasound Stitching
Xing Yao, Runxuan Yu, Nick DiSanto, Ehsan Khodapanah Aghdam, Kanyifeechukwu Jane Oguine, Daiwei Lu, Ange Lou, Jiacheng Wang, Dewei Hu, Gabriel A Arenas, Baris Oguz, Alison Marie Pouch, Nadav Schwartz, Brett Byram, Ipek Oguz
- MIDL 2025 Oral
- Readers: Everyone
Physics in the Loop: Integrating Biomechanics-Derived Training Data into a Neural Ordinary Differential Equation-Based Deformable Registration Framework
Wensi Wu, Yifan Wu, Analise M. Sulentic, James Gee, Alison Marie Pouch, Matthew A. Jolley
- MIDL 2024 Short Papers
- Readers: Everyone

Co-Authors