Bayesian Estimation of Regularization and Atlas Building in Diffeomorphic Image Registration. - Miaomiao Zhang 002; Nikhil Singh 002; P. Thomas Fletcher (IPMI, 2013)

Probabilistic Principal Geodesic Analysis. - Miaomiao Zhang 002; P. Thomas Fletcher (NIPS, 2013)

Bayesian Principal Geodesic Analysis in Diffeomorphic Image Registration. - Miaomiao Zhang 002; P. Thomas Fletcher (MICCAI (3), 2014)

Finite-Dimensional Lie Algebras for Fast Diffeomorphic Image Registration. - Miaomiao Zhang 002; P. Thomas Fletcher (IPMI, 2015)

A Hierarchical Bayesian Model for Multi-Site Diffeomorphic Image Atlases. - Michelle Hromatka; Miaomiao Zhang 002; Greg M. Fleishman; Boris Gutman; Neda Jahanshad; Paul M. Thompson; P. Thomas Fletcher (MICCAI (2), 2015)

Bayesian principal geodesic analysis for estimating intrinsic diffeomorphic image variability. - Miaomiao Zhang 002; P. Thomas Fletcher (Medical Image Anal., 2015)

Image registration and segmentation in longitudinal MRI using temporal appearance modeling. - Yang Gao 031; Miaomiao Zhang 002; Karen Grewen; P. Thomas Fletcher; Guido Gerig (ISBI, 2016)

Temporal Registration in In-Utero Volumetric MRI Time Series. - Ruizhi Liao 001; Esra Abaci Turk; Miaomiao Zhang 002; Jie Luo 003; Patricia Ellen Grant; Elfar Adalsteinsson; Polina Golland (MICCAI (3), 2016)

Low-Dimensional Statistics of Anatomical Variability via Compact Representation of Image Deformations. - Miaomiao Zhang 002; William M. Wells III; Polina Golland (MICCAI (3), 2016)

Statistical shape analysis: From landmarks to diffeomorphisms. - Miaomiao Zhang 002; Polina Golland (Medical Image Anal., 2016)

Frequency Diffeomorphisms for Efficient Image Registration. - Miaomiao Zhang 002; Ruizhi Liao 001; Adrian V. Dalca; Esra Abaci Turk; Jie Luo 003; Patricia Ellen Grant; Polina Golland (IPMI, 2017)

Fast Geodesic Regression for Population-Based Image Analysis. - Yi Hong; Polina Golland; Miaomiao Zhang 002 (MICCAI (1), 2017)

Probabilistic modeling of anatomical variability using a low dimensional parameterization of diffeomorphisms. - Miaomiao Zhang 002; William M. Wells III; Polina Golland (Medical Image Anal., 2017)

A Feature-Driven Active Framework for Ultrasound-Based Brain Shift Compensation. - Jie Luo 003; Matthew Toews; Inês Machado; Sarah F. Frisken; Miaomiao Zhang 002; Frank Preiswerk; Alireza Sedghi; Hongyi Ding; Steve Pieper 001; Polina Golland; Alexandra J. Golby; Masashi Sugiyama; et al. (MICCAI (4), 2018)

Efficient Laplace Approximation for Bayesian Registration Uncertainty Quantification. - Jian Wang 075; William M. Wells III; Polina Golland; Miaomiao Zhang 002 (MICCAI (1), 2018)

Using the variogram for vector outlier screening: application to feature-based image registration. - Jie Luo 003; Sarah F. Frisken; Inês Machado; Miaomiao Zhang 002; Steve Pieper 001; Polina Golland; Matthew Toews; Prashin Unadkat; Alireza Sedghi; Haoyin Zhou; Alireza Mehrtash; Frank Preiswerk; et al. (Int. J. Comput. Assist. Radiol. Surg., 2018)

On the Ambiguity of Registration Uncertainty. - Jie Luo 003; Sarah F. Frisken; Karteek Popuri; Dana Cobzas; Frank Preiswerk; Matthew Toews; Miaomiao Zhang 002; Hongyi Ding; Polina Golland; Alexandra J. Golby; Masashi Sugiyama; William M. Wells III (CoRR, 2018)

Data-Driven Model Order Reduction for Diffeomorphic Image Registration. - Jian Wang 075; Wei W. Xing; Robert M. Kirby; Miaomiao Zhang 002 (IPMI, 2019)

On the Applicability of Registration Uncertainty. - Jie Luo 003; Alireza Sedghi; Karteek Popuri; Dana Cobzas; Miaomiao Zhang 002; Frank Preiswerk; Matthew Toews; Alexandra J. Golby; Masashi Sugiyama; William M. Wells III; Sarah F. Frisken (MICCAI (2), 2019)

Plug-and-Play Priors for Reconstruction-Based Placental Image Registration. - Jiarui Xing; Ulugbek Kamilov; Wenjie Wu; Yong Wang; Miaomiao Zhang 002 (SUSI/PIPPI@MICCAI, 2019)

Mixture Probabilistic Principal Geodesic Analysis. - Youshan Zhang; Jiarui Xing; Miaomiao Zhang 002 (MBIA/MFCA@MICCAI, 2019)

Temporal Registration in Application to In-utero MRI Time Series. - Ruizhi Liao 001; Esra Abaci Turk; Miaomiao Zhang 002; Jie Luo 003; Elfar Adalsteinsson; Patricia Ellen Grant; Polina Golland (CoRR, 2019)

Fast Diffeomorphic Image Registration via Fourier-Approximated Lie Algebras. - Miaomiao Zhang 002; P. Thomas Fletcher (Int. J. Comput. Vis., 2019)

DeepFLASH: An Efficient Network for Learning-Based Medical Image Registration. - Jian Wang 075; Miaomiao Zhang 002 (CVPR, 2020)

Deep Learning for Regularization Prediction in Diffeomorphic Image Registration. - Jian Wang 075; Miaomiao Zhang 002 (CoRR, 2020)

Deep Networks To Automatically Detect Late-Activating Regions Of The Heart. - Jiarui Xing; Sona Ghadimi; Mohamad Abdi; Kenneth C. Bilchick; Frederick H. Epstein; Miaomiao Zhang 002 (ISBI, 2021)

Bayesian Atlas Building with Hierarchical Priors for Subject-Specific Regularization. - Jian Wang 075; Miaomiao Zhang 002 (MICCAI (4), 2021)

Hybrid Atlas Building with Deep Registration Priors. - Nian Wu; Jian Wang 075; Miaomiao Zhang 002; Guixu Zhang; Yaxin Peng; Chaomin Shen 001 (ISBI, 2022)

Geo-SIC: Learning Deformable Geometric Shapes in Deep Image Classifiers. - Jian Wang 075; Miaomiao Zhang 002 (NeurIPS, 2022)

MetaMorph: Learning Metamorphic Image Transformation with Appearance Changes. - Jian Wang 075; Jiarui Xing; Jason Druzgal; William M. Wells III; Miaomiao Zhang 002 (IPMI, 2023)

NeurEPDiff: Neural Operators to Predict Geodesics in Deformation Spaces. - Nian Wu; Miaomiao Zhang 002 (IPMI, 2023)

Multimodal Deep Learning to Differentiate Tumor Recurrence from Treatment Effect in Human Glioblastoma. - Tonmoy Hossain; Zoraiz Qureshi; Nivetha Jayakumar; Thomas Eluvathingal Muttikkal; Sohil Patel; David Schiff; Miaomiao Zhang 002; Bijoy Kundu (ISBI, 2023)

Multitask Learning for Improved Late Mechanical Activation Detection of Heart from Cine Dense MRI. - Jiarui Xing; Shuo Wang; Kenneth C. Bilchick; Frederick H. Epstein; Amit R. Patel; Miaomiao Zhang 002 (ISBI, 2023)

Joint Deep Learning for Improved Myocardial Scar Detection from Cardiac MRI. - Jiarui Xing; Shuo Wang; Kenneth C. Bilchick; Amit R. Patel; Miaomiao Zhang 002 (ISBI, 2023)

SADIR: Shape-Aware Diffusion Models for 3D Image Reconstruction. - Nivetha Jayakumar; Tonmoy Hossain; Miaomiao Zhang 002 (ShapeMI@MICCAI, 2023)

Activation From Sparse 2D Cardiac MRIs. - Nivetha Jayakumar; Jiarui Xing; Tonmoy Hossain; Frederick H. Epstein; Kenneth C. Bilchick; Miaomiao Zhang 002 (ML4H@NeurIPS, 2023)

MGAug: Multimodal Geometric Augmentation in Latent Spaces of Image Deformations. - Tonmoy Hossain; Jian Wang 075; Miaomiao Zhang 002 (CoRR, 2023)

Multimodal Learning to Improve Cardiac Late Mechanical Activation Detection from Cine MR Images. - Jiarui Xing; Nian Wu; Kenneth C. Bilchick; Frederick H. Epstein; Miaomiao Zhang 002 (ISBI, 2024)

TLRN: Temporal Latent Residual Networks for Large Deformation Image Registration. - Nian Wu; Jiarui Xing; Miaomiao Zhang 002 (MICCAI (2), 2024)

LaMoD: Latent Motion Diffusion Model for Myocardial Strain Generation. - Jiarui Xing; Nivetha Jayakumar; Nian Wu; Yu Wang; Frederick H. Epstein; Miaomiao Zhang 002 (ShapeMI@MICCAI, 2024)

TPIE: Topology-Preserved Image Editing With Text Instructions. - Nivetha Jayakumar; Srivardhan Reddy Gadila; Tonmoy Hossain; Yangfeng Ji; Miaomiao Zhang 002 (CoRR, 2024)

CoRLD: Contrastive Representation Learning of Deformable Shapes in Images. - Tonmoy Hossain; Miaomiao Zhang 002 (IPMI (2), 2025)

IGG: Image Generation Informed by Geodesic Dynamics in Deformation Spaces. - Nian Wu; Nivetha Jayakumar; Jiarui Xing; Miaomiao Zhang 002 (IPMI (1), 2025)

DENSE-Guided Deep Motion Networks Accounted by Large Rotations to Improve Myocardial Strain Analysis from Routine Cine MRI. - Pengcheng Lei; Jiarui Xing; Faming Fang; Frederick H. Epstein; Miaomiao Zhang 002 (ISBI, 2025)

Scar-Aware Late Mechanical Activation Detection Network for Optimal Cardiac Resynchronization Therapy Planning. - Jiarui Xing; Shuo Wang; Amit R. Petal; Kenneth C. Bilchick; Frederick H. Epstein; Miaomiao Zhang 002 (ISBI, 2025)

Invariant Shape Representation Learning for Image Classification. - Tonmoy Hossain; Jing Ma 002; Jundong Li; Miaomiao Zhang 002 (WACV, 2025)

Robust Deep Convolutional Dictionary Model With Alignment Assistance for Multi-Contrast MRI Super-Resolution. - Pengcheng Lei; Miaomiao Zhang 002; Faming Fang; Guixu Zhang (IEEE Trans. Medical Imaging, 2025)