Multi-atlas Segmentation with Robust Label Transfer and Label Fusion. - Hongzhi Wang 002; Alison M. Pouch; Manabu Takabe; Benjamin M. Jackson; Joseph H. Gorman III; Robert C. Gorman; Paul A. Yushkevich (IPMI, 2013)

Automated Segmentation and Geometrical Modeling of the Tricuspid Aortic Valve in 3D Echocardiographic Images. - Alison M. Pouch; Hongzhi Wang 002; Manabu Takabe; Benjamin M. Jackson; Chandra M. Sehgal; Joseph H. Gorman III; Robert C. Gorman; Paul A. Yushkevich (MICCAI (1), 2013)

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 002; Jiefu Yuan; Albert T. Cheung; Benjamin M. Jackson; Joseph H. Gorman III; Robert C. Gorman; Paul A. Yushkevich (STACOM, 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 002; Manabu Takabe; Benjamin M. Jackson; Joseph H. Gorman III; Robert C. Gorman; Paul A. Yushkevich; Chandra M. Sehgal (Medical Image Anal., 2014)

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 002; Benjamin M. Jackson; Joseph H. Gorman III; Robert C. Gorman; Paul A. Yushkevich (Medical Image Anal., 2015)

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 (FIMH, 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 (MICCAI (1), 2017)

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 (STACOM@MICCAI, 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 (DATRA/PIPPI@MICCAI, 2018)

Diffeomorphic Medial Modeling. - Paul A. Yushkevich; Ahmed H. Aly; Jiancong Wang; Long Xie; Robert C. Gorman; Laurent Younes; Alison M. Pouch (IPMI, 2019)

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; et al. (ISBI, 2020)

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 (FIMH, 2021)

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)

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 (FIMH, 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)

Interactive Segmentation Model for Placenta Segmentation from 3D Ultrasound Images. - Hao Li; Baris U. Oguz; Gabriel Arenas; Xing Yao; Jiacheng Wang 007; Alison M. Pouch; Brett C. Byram; Nadav Schwartz; Ipek Oguz (ASMUS@MICCAI, 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)

PRISM Lite: A lightweight model for interactive 3D placenta segmentation in ultrasound. - Hao Li; Baris U. Oguz; Gabriel Arenas; Xing Yao; Jiacheng Wang 007; Alison M. Pouch; Brett C. Byram; Nadav Schwartz; Ipek Oguz (CoRR, 2024)

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 007; Daiwei Lu; Gabriel Arenas; Baris U. Oguz; Alison M. Pouch; Nadav Schwartz; Brett C. Byram; et al. (CoRR, 2024)

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 (FIMH (2), 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; et al. (ISBI, 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; et al. (ISBI, 2025)