Alison M. Pouch

According to our database, Alison M. Pouch authored at least 27 papers between 2013 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

EchoVQA: Enabling Conversational Assistance for Point-of-Care Cardiac Ultrasound.

Filippos Bellos, Yutong Li, Jessie N. Dong, Zaiyang Guo, Emily Mackay, Yayuan Li, Yannis Avrithis, Alison M. Pouch, Jason J. Corso

CoRR, May, 2026

MUSiK: An Open Source Simulation Library for 3D Multi-View Ultrasound.

Trevor J. Chan, Aparna Nair-Kanneganti, Brian Anthony, Alison M. Pouch

IEEE Trans. Biomed. Eng., April, 2026

Segmentation Confidence for Arbitrary CNNS.

Baris U. Oguz, Xing Yao, Claudia Tawil, Alison M. Pouch, Brett C. Byram, Gabriel Arenas, Nadav Schwartz, Ipek Oguz

Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026

Follow Your Heart: Landmark-Guided Transducer Pose Scoring for Point-of-Care Echocardiography.

Zaiyang Guo, Jessie N. Dong, Filippos Bellos, Jilei Hao, Emily Mackay, Trevor Chan, Shir Goldfinger, Sethu Reddy, Steven Vance, Jason J. Corso, Alison M. Pouch

Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026

2025

Increasing LLM response trustworthiness using voting ensembles.

Aparna Nair-Kanneganti, Trevor J. Chan, Shir Goldfinger, Emily Mackay, Brian Anthony, Alison M. Pouch

CoRR, October, 2025

SynStitch: A Self-Supervised Learning Network for Ultrasound Image Stitching Using Synthetic Training Pairs and Indirect Supervision.

Xing Yao, Runxuan Yu, Dewei Hu, Hao Yang, Ange Lou, Jiacheng Wang, Daiwei Lu, Gabriel Arenas, Baris U. Oguz, Alison M. Pouch, Nadav Schwartz, Brett C. Byram, Ipek Oguz

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

Towards Patient-Specific Surgical Planning for Bicuspid Aortic Valve Repair: Fully Automated Segmentation of the Aortic Valve in 4D CT.

Zaiyang Guo, Ningjun J. Dong, Harold Litt, Natalie Yushkevich, Melanie Freas, Jessica Nunez, Victor Ferrari, Jilei Hao, Shir Goldfinger, Matthew A. Jolley, Joseph E. Bavaria, Nimesh D. Desai, Alison M. Pouch

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

Streamlining 4D Cardiac Image Workflows: Open-Source Tools for Segmentation, Registration, and Visualization.

Jilei Hao, Paul A. Yushkevich, Ningjun J. Dong, Silvani Amin, Zaiyang Guo, Natalie Yushkevich, Ankush Aggarwal, Alison M. Pouch

Proceedings of the Functional Imaging and Modeling of the Heart, 2025

2024

ADEPT: A Noninvasive Method for Determining Elastic Parameters of Valve Tissue.

Wensi Wu, Mitchell Daneker, Christian Herz, Hannah Dewey, Jeffrey A. Weiss, Alison M. Pouch, Lu Lu, Matthew A. Jolley

CoRR, 2024

PRISM Lite: A lightweight model for interactive 3D placenta segmentation in ultrasound.

Hao Li, Baris U. Oguz, Gabriel Arenas, Xing Yao, Jiacheng Wang, Alison M. Pouch, Brett C. Byram, Nadav Schwartz, Ipek Oguz

CoRR, 2024

SAM3D: Zero-Shot Semi-Automatic Segmentation in 3D Medical Images with the Segment Anything Model.

Trevor J. Chan, Aarush Sahni, Jie Li, Alisha Luthra, Amy Fang, Alison M. Pouch, Chamith S. Rajapakse

CoRR, 2024

Interactive Segmentation Model for Placenta Segmentation from 3D Ultrasound Images.

Hao Li, Baris U. Oguz, Gabriel Arenas, Xing Yao, Jiacheng Wang, Alison M. Pouch, Brett C. Byram, Nadav Schwartz, Ipek Oguz

Proceedings of the Simplifying Medical Ultrasound - 5th International Workshop, 2024

2023

Strain estimation in aortic roots from 4D echocardiographic images using medial modeling and deformable registration.

Ankush Aggarwal, Peter Mortensen, Jilei Hao, Lukasz Kaczmarczyk, Albert T. Cheung, Lourdes Al Ghofaily, Robert C. Gorman, Nimesh D. Desai, Joseph E. Bavaria, Alison M. Pouch

Medical Image Anal., 2023

A Computational Pipeline for Patient-Specific Prediction of the Post-operative Mitral Valve Functional State.

Hao Liu, Natalie T. Simonian, Alison M. Pouch, Joseph H. Gorman III, Robert C. Gorman, Michael S. Sacks

Proceedings of the Functional Imaging and Modeling of the Heart, 2023

2022

Fully Automated 3D Segmentation and Diffeomorphic Medial Modeling of the Left Ventricle Mitral Valve Complex in Ischemic Mitral Regurgitation.

Ahmed H. Aly, Pulkit Khandelwal, Abdullah H. Aly, Takayuki Kawashima, Kazuki Mori, Yoshiaki Saito, Judy Hung, Joseph H. Gorman III, Alison M. Pouch, Robert C. Gorman, Paul A. Yushkevich

Medical Image Anal., 2022

2021

Image-Derived Geometric Characteristics Predict Abdominal Aortic Aneurysm Growth in a Machine Learning Model.

Jordan B. Stoecker, Kevin C. Eddinger, Alison M. Pouch, Benjamin M. Jackson

Proceedings of the Functional Imaging and Modeling of the Heart, 2021

2020

Automated Meshing of Anatomical Shapes for Deformable Medial Modeling: Application to the Placenta in 3D Ultrasound.

Alison M. Pouch, Paul A. Yushkevich, Abdullah H. Aly, Alexander H. F. Woltersom, Edidiong Okon, Ahmed H. Aly, Natalie Yushkevich, Shobhana Parameshwaran, Jiancong Wang, Baris U. Oguz, James C. Gee, Ipek Oguz, Nadav Schwartz

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2019

Diffeomorphic Medial Modeling.

Paul A. Yushkevich, Ahmed H. Aly, Jiancong Wang, Long Xie, Robert C. Gorman, Laurent Younes, Alison M. Pouch

Proceedings of the Information Processing in Medical Imaging, 2019

2018

Combining Deep Learning and Multi-atlas Label Fusion for Automated Placenta Segmentation from 3DUS.

Baris U. Oguz, Jiancong Wang, Natalie Yushkevich, Alison M. Pouch, James C. Gee, Paul A. Yushkevich, Nadav Schwartz, Ipek Oguz

Proceedings of the Data Driven Treatment Response Assessment - and - Preterm, Perinatal, and Paediatric Image Analysis, 2018

Semi-automated Image Segmentation of the Midsystolic Left Ventricular Mitral Valve Complex in Ischemic Mitral Regurgitation.

Ahmed H. Aly, Abdullah H. Aly, Mahmoud Elrakhawy, Kirlos Haroun, Luis Prieto-Riascos, Robert C. Gorman Jr., Natalie Yushkevich, Yoshiaki Saito, Joseph H. Gorman III, Robert C. Gorman, Paul A. Yushkevich, Alison M. Pouch

Proceedings of the Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges, 2018

2017

Spatiotemporal Segmentation and Modeling of the Mitral Valve in Real-Time 3D Echocardiographic Images.

Alison M. Pouch, Ahmed H. Aly, Eric Lai, Natalie Yushkevich, Rutger H. Stoffers, Joseph H. Gorman IV, Albert T. Cheung, Joseph H. Gorman III, Robert C. Gorman, Paul A. Yushkevich

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Image Segmentation and Modeling of the Pediatric Tricuspid Valve in Hypoplastic Left Heart Syndrome.

Alison M. Pouch, Ahmed H. Aly, Andras Lasso, Alexander V. Nguyen, Adam B. Scanlan, Francis X. McGowan, Gabor Fichtinger, Robert C. Gorman, Joseph H. Gorman III, Paul A. Yushkevich, Matthew A. Jolley

Proceedings of the Functional Imaging and Modelling of the Heart, 2017

2015

Medially constrained deformable modeling for segmentation of branching medial structures: Application to aortic valve segmentation and morphometry.

Alison M. Pouch, Sijie Tian, Manabu Takabe, Jiefu Yuan, Robert C. Gorman Jr., Albert T. Cheung, Hongzhi Wang, Benjamin M. Jackson, Joseph H. Gorman III, Robert C. Gorman, Paul A. Yushkevich

Medical Image Anal., 2015

2014

Fully automatic segmentation of the mitral leaflets in 3D transesophageal echocardiographic images using multi-atlas joint label fusion and deformable medial modeling.

Alison M. Pouch, Hongzhi Wang, Manabu Takabe, Benjamin M. Jackson, Joseph H. Gorman III, Robert C. Gorman, Paul A. Yushkevich, Chandra M. Sehgal

Medical Image Anal., 2014

Segmentation of the Aortic Valve Apparatus in 3D Echocardiographic Images: Deformable Modeling of a Branching Medial Structure.

Alison M. Pouch, Sijie Tian, Manabu Takabe, Hongzhi Wang, Jiefu Yuan, Albert T. Cheung, Benjamin M. Jackson, Joseph H. Gorman III, Robert C. Gorman, Paul A. Yushkevich

Proceedings of the Statistical Atlases and Computational Models of the Heart - Imaging and Modelling Challenges, 2014

2013

Automated Segmentation and Geometrical Modeling of the Tricuspid Aortic Valve in 3D Echocardiographic Images.

Alison M. Pouch, Hongzhi Wang, Manabu Takabe, Benjamin M. Jackson, Chandra M. Sehgal, Joseph H. Gorman III, Robert C. Gorman, Paul A. Yushkevich

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Multi-atlas Segmentation with Robust Label Transfer and Label Fusion.

Hongzhi Wang, Alison M. Pouch, Manabu Takabe, Benjamin M. Jackson, Joseph H. Gorman III, Robert C. Gorman, Paul A. Yushkevich

Proceedings of the Information Processing in Medical Imaging, 2013