Alison M. Pouch

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 13

Top Topics

Automatic Segmentation

Fully Automatic

Machine Learning

Echocardiographic Images

Top Venues

Medical Image Anal.

Publications

Trevor J. Chan, Aarush Sahni, Jie Li, Alisha Luthra, Amy Fang, Alison M. Pouch, Chamith S. Rajapakse
SAM3D: Zero-Shot Semi-Automatic Segmentation in 3D Medical Images with the Segment Anything Model. CoRR (2024)
Hao Li, Baris U. Oguz, Gabriel Arenas, Xing Yao, Jiacheng Wang, Alison M. Pouch, Brett C. Byram, Nadav Schwartz, Ipek Oguz
Interactive Segmentation Model for Placenta Segmentation from 3D Ultrasound images. CoRR (2024)
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
Strain estimation in aortic roots from 4D echocardiographic images using medial modeling and deformable registration. Medical Image Anal. 87 (2023)
Hao Liu, Natalie T. Simonian, Alison M. Pouch, Joseph H. Gorman III, Robert C. Gorman, Michael S. Sacks
A Computational Pipeline for Patient-Specific Prediction of the Post-operative Mitral Valve Functional State. FIMH (2023)
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
Fully Automated 3D Segmentation and Diffeomorphic Medial Modeling of the Left Ventricle Mitral Valve Complex in Ischemic Mitral Regurgitation. Medical Image Anal. 80 (2022)
Jordan B. Stoecker, Kevin C. Eddinger, Alison M. Pouch, Benjamin M. Jackson
Image-Derived Geometric Characteristics Predict Abdominal Aortic Aneurysm Growth in a Machine Learning Model. FIMH (2021)
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
Automated Meshing of Anatomical Shapes for Deformable Medial Modeling: Application to the Placenta in 3D Ultrasound. ISBI (2020)
Paul A. Yushkevich, Ahmed H. Aly, Jiancong Wang, Long Xie, Robert C. Gorman, Laurent Younes, Alison M. Pouch
Diffeomorphic Medial Modeling. IPMI (2019)
Paul A. Yushkevich, Ahmed H. Aly, Jiancong Wang, Long Xie, Robert C. Gorman, Alison M. Pouch, Laurent Younes
Diffeomorphic Medial Modeling. CoRR (2019)
Baris U. Oguz, Jiancong Wang, Natalie Yushkevich, Alison M. Pouch, James C. Gee, Paul A. Yushkevich, Nadav Schwartz, Ipek Oguz
Combining Deep Learning and Multi-atlas Label Fusion for Automated Placenta Segmentation from 3DUS. DATRA/PIPPI@MICCAI (2018)
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
Semi-automated Image Segmentation of the Midsystolic Left Ventricular Mitral Valve Complex in Ischemic Mitral Regurgitation. STACOM@MICCAI (2018)
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
Spatiotemporal Segmentation and Modeling of the Mitral Valve in Real-Time 3D Echocardiographic Images. MICCAI (1) (2017)
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
Image Segmentation and Modeling of the Pediatric Tricuspid Valve in Hypoplastic Left Heart Syndrome. FIMH (2017)
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
Medially constrained deformable modeling for segmentation of branching medial structures: Application to aortic valve segmentation and morphometry. Medical Image Anal. 26 (1) (2015)
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
Segmentation of the Aortic Valve Apparatus in 3D Echocardiographic Images: Deformable Modeling of a Branching Medial Structure. STACOM (2014)
Alison M. Pouch, Hongzhi Wang, Manabu Takabe, Benjamin M. Jackson, Joseph H. Gorman III, Robert C. Gorman, Paul A. Yushkevich, Chandra M. Sehgal
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. 18 (1) (2014)
Alison M. Pouch, Hongzhi Wang, Manabu Takabe, Benjamin M. Jackson, Chandra M. Sehgal, Joseph H. Gorman III, Robert C. Gorman, Paul A. Yushkevich
Automated Segmentation and Geometrical Modeling of the Tricuspid Aortic Valve in 3D Echocardiographic Images. MICCAI (1) (2013)
Hongzhi Wang, Alison M. Pouch, Manabu Takabe, Benjamin M. Jackson, Joseph H. Gorman III, Robert C. Gorman, Paul A. Yushkevich
Multi-atlas Segmentation with Robust Label Transfer and Label Fusion. IPMI (2013)