MacKay EM*, Goldfinger S*, Chan TJ, Grasfield RH, Eswar VJ, Li K, Cao Q, Pouch AM Automated structured data extraction from intraoperative echocardiography reports using large language models , British Journal of Anaesthesia, in press: 2025

Frost CL, Vidula M, Hu R, Herrmann HC, Chen T*, Pouch AM* Dynamic Segmentation of Three-Dimensional Transesophageal Echocardiography Using an Automated Neural Network for Transcatheter Edge-to-Edge Repair , Journal of the American Society of Echocardiography, 38(8): 2025,725-728

Hao J, Yushkevich PA, Dong NJ, Amin S, Guo Z, Yushkevich N, Aggarwal A, Pouch AM Streamlining 4D Cardiac Image Workflows: Open-Source Tools for Segmentation, Registration, and Visualization , Functional Imaging and Modeling of the Heart, 15673: 2025,161-173

Yao X, Yu R, Hu D, Yang H, Lou A, Wang J, Lu D, Arenas G, Oguz B, Pouch AM, Schwartz N, Byram BC, Oguz I SynStitch: A Self-Supervised Learning Network for Ultrasound Image Stitching Using Synthetic Training Pairs and Indirect Supervision , IEEE 22nd International Symposium on Biomedical Imaging (ISBI): 2025,1-5

Wu W, Daneker M, Herz C, Dewey H, Weiss JA, Pouch AM, Lu L, Jolley MA 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 AM, Byram B, Schwartz N, Oguz I PRISM Lite: a lightweight model for interactive 3D placenta segmentation in ultrasound , SPIE Medical Imaging, 13406: 2025,134060B

Yao X, Yu R, DiSanto N, Aghdam EK, Oguine KJ, Lu D, Lou A, Wang J, Hu D, Arenas GA, Oguz B, Pouch AM, Schwartz N, Byram B, Oguz I LOTUS: Latent Outpainting Diffusion Model for Three-Dimensional Ultrasound Stitching , Proceedings of Medical Imaging with Deep Learning (MIDL): 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 , IEEE International Symposium on Biomedical Imaging, in press: 2025

Haese CE, Dubey V, Mathur M, Pouch AM, Timek TA, Rausch MK 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 TJ, Sahni A, Fang Y, Li J, Luthra A, Pouch AM, Rajapakse CS SAM3D: Zero-Shot Semi-Automatic Segmentation in 3D Medical Images with the Segment Anything Model , SPIE Medical Imaging: 2025