Alison M. Pouch

29 papers Journal 14Unranked 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
Follow Your Heart: Landmark-Guided Transducer Pose Scoring for Point-of-Care Echocardiography.
CoRR
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
2026 J jnl
MUSiK: An Open Source Simulation Library for 3D Multi-View Ultrasound.
IEEE Trans. Biomed. Eng.
Trevor J. Chan, Aparna Nair-Kanneganti, Brian Anthony, Alison M. Pouch
2025 J jnl
Increasing LLM response trustworthiness using voting ensembles.
CoRR
Aparna Nair-Kanneganti, Trevor J. Chan, Shir Goldfinger, Emily Mackay, Brian Anthony, Alison M. Pouch
2025 — conf
Streamlining 4D Cardiac Image Workflows: Open-Source Tools for Segmentation, Registration, and Visualization.
FIMH (2)
Jilei Hao, Paul A. Yushkevich, Ningjun J. Dong, Silvani Amin, Zaiyang Guo, Natalie Yushkevich, Ankush Aggarwal, Alison M. Pouch
2025 — conf
SynStitch: A Self-Supervised Learning Network for Ultrasound Image Stitching Using Synthetic Training Pairs and Indirect Supervision.
ISBI
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
2025 — conf
Towards Patient-Specific Surgical Planning for Bicuspid Aortic Valve Repair: Fully Automated Segmentation of the Aortic Valve in 4D CT.
ISBI
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
2025 J jnl
Towards Patient-Specific Surgical Planning for Bicuspid Aortic Valve Repair: Fully Automated Segmentation of the Aortic Valve in 4D CT.
CoRR
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
2024 J jnl
ADEPT: A Noninvasive Method for Determining Elastic Parameters of Valve Tissue.
CoRR
Wensi Wu, Mitchell Daneker, Christian Herz, Hannah Dewey, Jeffrey A. Weiss, Alison M. Pouch, Lu Lu, Matthew A. Jolley
2024 — conf
Interactive Segmentation Model for Placenta Segmentation from 3D Ultrasound Images.
ASMUS@MICCAI
Hao Li, Baris U. Oguz, Gabriel Arenas, Xing Yao, Jiacheng Wang, Alison M. Pouch, Brett C. Byram, Nadav Schwartz, Ipek Oguz
2024 J jnl
Interactive Segmentation Model for Placenta Segmentation from 3D Ultrasound images.
CoRR
Hao Li, Baris U. Oguz, Gabriel Arenas, Xing Yao, Jiacheng Wang, Alison M. Pouch, Brett C. Byram, Nadav Schwartz, Ipek Oguz
2024 J jnl
PRISM Lite: A lightweight model for interactive 3D placenta segmentation in ultrasound.
CoRR
Hao Li, Baris U. Oguz, Gabriel Arenas, Xing Yao, Jiacheng Wang, Alison M. Pouch, Brett C. Byram, Nadav Schwartz, Ipek Oguz
2024 J jnl
SAM3D: Zero-Shot Semi-Automatic Segmentation in 3D Medical Images with the Segment Anything Model.
CoRR
Trevor J. Chan, Aarush Sahni, Jie Li, Alisha Luthra, Amy Fang, Alison M. Pouch, Chamith S. Rajapakse
2024 J jnl
SynStitch: a Self-Supervised Learning Network for Ultrasound Image Stitching Using Synthetic Training Pairs and Indirect Supervision.
CoRR
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
2023 — conf
A Computational Pipeline for Patient-Specific Prediction of the Post-operative Mitral Valve Functional State.
FIMH
Hao Liu, Natalie T. Simonian, Alison M. Pouch, Joseph H. Gorman III, Robert C. Gorman, Michael S. Sacks
2023 J jnl
Strain estimation in aortic roots from 4D echocardiographic images using medial modeling and deformable registration.
Medical Image Anal.
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
2022 J jnl
Fully Automated 3D Segmentation and Diffeomorphic Medial Modeling of the Left Ventricle Mitral Valve Complex in Ischemic Mitral Regurgitation.
Medical Image Anal.
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
2021 — conf
Image-Derived Geometric Characteristics Predict Abdominal Aortic Aneurysm Growth in a Machine Learning Model.
FIMH
Jordan B. Stoecker, Kevin C. Eddinger, Alison M. Pouch, Benjamin M. Jackson
2020 — conf
Automated Meshing of Anatomical Shapes for Deformable Medial Modeling: Application to the Placenta in 3D Ultrasound.
ISBI
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
2019 — conf
Diffeomorphic Medial Modeling.
IPMI
Paul A. Yushkevich, Ahmed H. Aly, Jiancong Wang, Long Xie, Robert C. Gorman, Laurent Younes, Alison M. Pouch
2019 J jnl
Diffeomorphic Medial Modeling.
CoRR
Paul A. Yushkevich, Ahmed H. Aly, Jiancong Wang, Long Xie, Robert C. Gorman, Alison M. Pouch, Laurent Younes
2018 — conf
Combining Deep Learning and Multi-atlas Label Fusion for Automated Placenta Segmentation from 3DUS.
DATRA/PIPPI@MICCAI
Baris U. Oguz, Jiancong Wang, Natalie Yushkevich, Alison M. Pouch, James C. Gee, Paul A. Yushkevich, Nadav Schwartz, Ipek Oguz
2018 — conf
Semi-automated Image Segmentation of the Midsystolic Left Ventricular Mitral Valve Complex in Ischemic Mitral Regurgitation.
STACOM@MICCAI
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
2017 — conf
Image Segmentation and Modeling of the Pediatric Tricuspid Valve in Hypoplastic Left Heart Syndrome.
FIMH
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
2017 — conf
Spatiotemporal Segmentation and Modeling of the Mitral Valve in Real-Time 3D Echocardiographic Images.
MICCAI (1)
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
2015 J jnl
Medially constrained deformable modeling for segmentation of branching medial structures: Application to aortic valve segmentation and morphometry.
Medical Image Anal.
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
2014 J jnl
Fully automatic segmentation of the mitral leaflets in 3D transesophageal echocardiographic images using multi-atlas joint label fusion and deformable medial modeling.
Medical Image Anal.
Alison M. Pouch, Hongzhi Wang, Manabu Takabe, Benjamin M. Jackson, Joseph H. Gorman III, Robert C. Gorman, Paul A. Yushkevich, Chandra M. Sehgal
2014 — conf
Segmentation of the Aortic Valve Apparatus in 3D Echocardiographic Images: Deformable Modeling of a Branching Medial Structure.
STACOM
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
2013 — conf
Automated Segmentation and Geometrical Modeling of the Tricuspid Aortic Valve in 3D Echocardiographic Images.
MICCAI (1)
Alison M. Pouch, Hongzhi Wang, Manabu Takabe, Benjamin M. Jackson, Chandra M. Sehgal, Joseph H. Gorman III, Robert C. Gorman, Paul A. Yushkevich
2013 — conf
Multi-atlas Segmentation with Robust Label Transfer and Label Fusion.
IPMI
Hongzhi Wang, Alison M. Pouch, Manabu Takabe, Benjamin M. Jackson, Joseph H. Gorman III, Robert C. Gorman, Paul A. Yushkevich