Miaomiao Zhang

72 papers A* 2A 1Journal 33Unranked 35
YearRankTypeTitle / Venue / Authors
2026 J jnl
Curriculum-Guided Myocardial Scar Segmentation for Ischemic and Non-ischemic Cardiomyopathy.
CoRR
Nivetha Jayakumar, Jonathan Pan, Shuo Wang, Bishow Paudel, Nisha Hosadurg, Cristiane C. Singulane, Sivam Bhatt, Amit R. Patel, Miaomiao Zhang
2025 J jnl
CoRLD: Contrastive Representation Learning Of Deformable Shapes In Images.
CoRR
Tonmoy Hossain, Miaomiao Zhang
2025 — conf
CoRLD: Contrastive Representation Learning of Deformable Shapes in Images.
IPMI (2)
Tonmoy Hossain, Miaomiao Zhang
2025 — conf
DENSE-Guided Deep Motion Networks Accounted by Large Rotations to Improve Myocardial Strain Analysis from Routine Cine MRI.
ISBI
Pengcheng Lei, Jiarui Xing, Faming Fang, Frederick H. Epstein, Miaomiao Zhang
2025 — conf
IGG: Image Generation Informed by Geodesic Dynamics in Deformation Spaces.
IPMI (1)
Nian Wu, Nivetha Jayakumar, Jiarui Xing, Miaomiao Zhang
2025 J jnl
IGG: Image Generation Informed by Geodesic Dynamics in Deformation Spaces.
CoRR
Nian Wu, Nivetha Jayakumar, Jiarui Xing, Miaomiao Zhang
2025 A conf
Invariant Shape Representation Learning for Image Classification.
WACV
Tonmoy Hossain, Jing Ma, Jundong Li, Miaomiao Zhang
2025 — conf
IrrMap: A Large-Scale Comprehensive Dataset for Irrigation Method Mapping.
KDD (2)
Nibir Chandra Mandal, Oishee Bintey Hoque, Abhijin Adiga, Samarth Swarup, Mandy L. Wilson, Lu Feng, Yangfeng Ji, Miaomiao Zhang, Geoffrey C. Fox, Madhav V. Marathe
2025 J jnl
IrrMap: A Large-Scale Comprehensive Dataset for Irrigation Method Mapping.
CoRR
Nibir Chandra Mandal, Oishee Bintey Hoque, Abhijin Adiga, Samarth Swarup, Mandy L. Wilson, Lu Feng, Yangfeng Ji, Miaomiao Zhang, Geoffrey C. Fox, Madhav V. Marathe
2025 J jnl
Learning Group Actions In Disentangled Latent Image Representations.
CoRR
Farhana Hossain Swarnali, Miaomiao Zhang, Tonmoy Hossain
2025 J jnl
Robust Deep Convolutional Dictionary Model With Alignment Assistance for Multi-Contrast MRI Super-Resolution.
IEEE Trans. Medical Imaging
Pengcheng Lei, Miaomiao Zhang, Faming Fang, Guixu Zhang
2025 — conf
Scar-Aware Late Mechanical Activation Detection Network for Optimal Cardiac Resynchronization Therapy Planning.
ISBI
Jiarui Xing, Shuo Wang, Amit R. Petal, Kenneth C. Bilchick, Frederick H. Epstein, Miaomiao Zhang
2025 — conf
Unsupervised Cardiac Video Translation Via Motion Feature Guided Diffusion Model.
MICCAI (9)
Swakshar Deb, Nian Wu, Frederick H. Epstein, Miaomiao Zhang
2024 J jnl
Invariant Shape Representation Learning For Image Classification.
CoRR
Tonmoy Hossain, Jing Ma, Jundong Li, Miaomiao Zhang
2024 J jnl
LaMoD: Latent Motion Diffusion Model For Myocardial Strain Generation.
CoRR
Jiarui Xing, Nivetha Jayakumar, Nian Wu, Yu Wang, Frederick H. Epstein, Miaomiao Zhang
2024 — conf
LaMoD: Latent Motion Diffusion Model for Myocardial Strain Generation.
ShapeMI@MICCAI
Jiarui Xing, Nivetha Jayakumar, Nian Wu, Yu Wang, Frederick H. Epstein, Miaomiao Zhang
2024 J jnl
Multimodal Learning To Improve Cardiac Late Mechanical Activation Detection From Cine MR Images.
CoRR
Jiarui Xing, Nian Wu, Kenneth C. Bilchick, Frederick H. Epstein, Miaomiao Zhang
2024 — conf
Multimodal Learning to Improve Cardiac Late Mechanical Activation Detection from Cine MR Images.
ISBI
Jiarui Xing, Nian Wu, Kenneth C. Bilchick, Frederick H. Epstein, Miaomiao Zhang
2024 J jnl
TLRN: Temporal Latent Residual Networks For Large Deformation Image Registration.
CoRR
Nian Wu, Jiarui Xing, Miaomiao Zhang
2024 — conf
TLRN: Temporal Latent Residual Networks for Large Deformation Image Registration.
MICCAI (2)
Nian Wu, Jiarui Xing, Miaomiao Zhang
2024 J jnl
TPIE: Topology-Preserved Image Editing With Text Instructions.
CoRR
Nivetha Jayakumar, Srivardhan Reddy Gadila, Tonmoy Hossain, Yangfeng Ji, Miaomiao Zhang
2023 — conf
Activation From Sparse 2D Cardiac MRIs.
ML4H@NeurIPS
Nivetha Jayakumar, Jiarui Xing, Tonmoy Hossain, Frederick H. Epstein, Kenneth C. Bilchick, Miaomiao Zhang
2023 — conf
Joint Deep Learning for Improved Myocardial Scar Detection from Cardiac MRI.
ISBI
Jiarui Xing, Shuo Wang, Kenneth C. Bilchick, Amit R. Patel, Miaomiao Zhang
2023 J jnl
MGAug: Multimodal Geometric Augmentation in Latent Spaces of Image Deformations.
CoRR
Tonmoy Hossain, Jian Wang, Miaomiao Zhang
2023 J jnl
MetaMorph: Learning Metamorphic Image Transformation With Appearance Changes.
CoRR
Jian Wang, Jiarui Xing, Jason Druzgal, William M. Wells III, Miaomiao Zhang
2023 — conf
MetaMorph: Learning Metamorphic Image Transformation with Appearance Changes.
IPMI
Jian Wang, Jiarui Xing, Jason Druzgal, William M. Wells III, Miaomiao Zhang
2023 — conf
Multimodal Deep Learning to Differentiate Tumor Recurrence from Treatment Effect in Human Glioblastoma.
ISBI
Tonmoy Hossain, Zoraiz Qureshi, Nivetha Jayakumar, Thomas Eluvathingal Muttikkal, Sohil Patel, David Schiff, Miaomiao Zhang, Bijoy Kundu
2023 J jnl
Multimodal Deep Learning to Differentiate Tumor Recurrence from Treatment Effect in Human Glioblastoma.
CoRR
Tonmoy Hossain, Zoraiz Qureshi, Nivetha Jayakumar, Thomas Eluvathingal Muttikkal, Sohil Patel, David Schiff, Miaomiao Zhang, Bijoy Kundu
2023 — conf
Multitask Learning for Improved Late Mechanical Activation Detection of Heart from Cine Dense MRI.
ISBI
Jiarui Xing, Shuo Wang, Kenneth C. Bilchick, Frederick H. Epstein, Amit R. Patel, Miaomiao Zhang
2023 — conf
NeurEPDiff: Neural Operators to Predict Geodesics in Deformation Spaces.
IPMI
Nian Wu, Miaomiao Zhang
2023 J jnl
NeurEPDiff: Neural Operators to Predict Geodesics in Deformation Spaces.
CoRR
Nian Wu, Miaomiao Zhang
2023 — conf
SADIR: Shape-Aware Diffusion Models for 3D Image Reconstruction.
ShapeMI@MICCAI
Nivetha Jayakumar, Tonmoy Hossain, Miaomiao Zhang
2023 J jnl
SADIR: Shape-Aware Diffusion Models for 3D Image Reconstruction.
CoRR
Nivetha Jayakumar, Tonmoy Hossain, Miaomiao Zhang
2022 — ed.
Biomedical Image Registration - 10th International Workshop, WBIR 2022, Munich, Germany, July 10-12, 2022, Proceedings
WBIR
Alessa Hering, Julia A. Schnabel, Miaomiao Zhang, Enzo Ferrante, Mattias P. Heinrich, Daniel Rueckert
2022 A* conf
Geo-SIC: Learning Deformable Geometric Shapes in Deep Image Classifiers.
NeurIPS
Jian Wang, Miaomiao Zhang
2022 J jnl
Geo-SIC: Learning Deformable Geometric Shapes in Deep Image Classifiers.
CoRR
Jian Wang, Miaomiao Zhang
2022 — conf
Hybrid Atlas Building with Deep Registration Priors.
ISBI
Nian Wu, Jian Wang, Miaomiao Zhang, Guixu Zhang, Yaxin Peng, Chaomin Shen
2022 J jnl
Joint Deep Learning for Improved Myocardial Scar Detection from Cardiac MRI.
CoRR
Jiarui Xing, Shuo Wang, Kenneth C. Bilchick, Amit R. Patel, Miaomiao Zhang
2022 J jnl
Multitask Learning for Improved Late Mechanical Activation Detection of Heart from Cine DENSE MRI.
CoRR
Jiarui Xing, Shuo Wang, Kenneth C. Bilchick, Frederick H. Epstein, Amit R. Patel, Miaomiao Zhang
2021 — conf
Bayesian Atlas Building with Hierarchical Priors for Subject-Specific Regularization.
MICCAI (4)
Jian Wang, Miaomiao Zhang
2021 J jnl
Bayesian Atlas Building with Hierarchical Priors for Subject-specific Regularization.
CoRR
Jian Wang, Miaomiao Zhang
2021 — conf
Deep Networks To Automatically Detect Late-Activating Regions Of The Heart.
ISBI
Jiarui Xing, Sona Ghadimi, Mohamad Abdi, Kenneth C. Bilchick, Frederick H. Epstein, Miaomiao Zhang
2021 J jnl
Hybrid Atlas Building with Deep Registration Priors.
CoRR
Nian Wu, Jian Wang, Miaomiao Zhang, Guixu Zhang, Yaxin Peng, Chaomin Shen
2020 J jnl
Deep Learning for Regularization Prediction in Diffeomorphic Image Registration.
CoRR
Jian Wang, Miaomiao Zhang
2020 A* conf
DeepFLASH: An Efficient Network for Learning-Based Medical Image Registration.
CVPR
Jian Wang, Miaomiao Zhang
2020 J jnl
DeepFLASH: An Efficient Network for Learning-based Medical Image Registration.
CoRR
Jian Wang, Miaomiao Zhang
2019 — conf
Data-Driven Model Order Reduction for Diffeomorphic Image Registration.
IPMI
Jian Wang, Wei W. Xing, Robert M. Kirby, Miaomiao Zhang
2019 J jnl
Fast Diffeomorphic Image Registration via Fourier-Approximated Lie Algebras.
Int. J. Comput. Vis.
Miaomiao Zhang, P. Thomas Fletcher
2019 — conf
Mixture Probabilistic Principal Geodesic Analysis.
MBIA/MFCA@MICCAI
Youshan Zhang, Jiarui Xing, Miaomiao Zhang
2019 J jnl
Mixture Probabilistic Principal Geodesic Analysis.
CoRR
Youshan Zhang, Jiarui Xing, Miaomiao Zhang
2019 — conf
On the Applicability of Registration Uncertainty.
MICCAI (2)
Jie Luo, Alireza Sedghi, Karteek Popuri, Dana Cobzas, Miaomiao Zhang, Frank Preiswerk, Matthew Toews, Alexandra J. Golby, Masashi Sugiyama, William M. Wells III, Sarah F. Frisken
2019 — conf
Plug-and-Play Priors for Reconstruction-Based Placental Image Registration.
SUSI/PIPPI@MICCAI
Jiarui Xing, Ulugbek Kamilov, Wenjie Wu, Yong Wang, Miaomiao Zhang
2019 J jnl
Temporal Registration in Application to In-utero MRI Time Series.
CoRR
Ruizhi Liao, Esra Abaci Turk, Miaomiao Zhang, Jie Luo, Elfar Adalsteinsson, Patricia Ellen Grant, Polina Golland
2018 — conf
A Feature-Driven Active Framework for Ultrasound-Based Brain Shift Compensation.
MICCAI (4)
Jie Luo, Matthew Toews, Inês Machado, Sarah F. Frisken, Miaomiao Zhang, Frank Preiswerk, Alireza Sedghi, Hongyi Ding, Steve Pieper, Polina Golland, Alexandra J. Golby, Masashi Sugiyama, William M. Wells III
2018 J jnl
A Feature-Driven Active Framework for Ultrasound-Based Brain Shift Compensation.
CoRR
Jie Luo, Matthew Toews, Inês Machado, Sarah F. Frisken, Miaomiao Zhang, Frank Preiswerk, Alireza Sedghi, Hongyi Ding, Steve Pieper, Polina Golland, Alexandra J. Golby, Masashi Sugiyama, William M. Wells III
2018 — conf
Efficient Laplace Approximation for Bayesian Registration Uncertainty Quantification.
MICCAI (1)
Jian Wang, William M. Wells III, Polina Golland, Miaomiao Zhang
2018 J jnl
On the Ambiguity of Registration Uncertainty.
CoRR
Jie Luo, Sarah F. Frisken, Karteek Popuri, Dana Cobzas, Frank Preiswerk, Matthew Toews, Miaomiao Zhang, Hongyi Ding, Polina Golland, Alexandra J. Golby, Masashi Sugiyama, William M. Wells III
2018 J jnl
Using the variogram for vector outlier screening: application to feature-based image registration.
Int. J. Comput. Assist. Radiol. Surg.
Jie Luo, Sarah F. Frisken, Inês Machado, Miaomiao Zhang, Steve Pieper, Polina Golland, Matthew Toews, Prashin Unadkat, Alireza Sedghi, Haoyin Zhou, Alireza Mehrtash, Frank Preiswerk, Cheng-Chieh Cheng, Alexandra J. Golby, Masashi Sugiyama, William M. Wells III
2017 — conf
Fast Geodesic Regression for Population-Based Image Analysis.
MICCAI (1)
Yi Hong, Polina Golland, Miaomiao Zhang
2017 — conf
Frequency Diffeomorphisms for Efficient Image Registration.
IPMI
Miaomiao Zhang, Ruizhi Liao, Adrian V. Dalca, Esra Abaci Turk, Jie Luo, Patricia Ellen Grant, Polina Golland
2017 J jnl
Probabilistic modeling of anatomical variability using a low dimensional parameterization of diffeomorphisms.
Medical Image Anal.
Miaomiao Zhang, William M. Wells III, Polina Golland
2016 — conf
Image registration and segmentation in longitudinal MRI using temporal appearance modeling.
ISBI
Yang Gao, Miaomiao Zhang, Karen Grewen, P. Thomas Fletcher, Guido Gerig
2016 — conf
Low-Dimensional Statistics of Anatomical Variability via Compact Representation of Image Deformations.
MICCAI (3)
Miaomiao Zhang, William M. Wells III, Polina Golland
2016 J jnl
Statistical shape analysis: From landmarks to diffeomorphisms.
Medical Image Anal.
Miaomiao Zhang, Polina Golland
2016 — conf
Temporal Registration in In-Utero Volumetric MRI Time Series.
MICCAI (3)
Ruizhi Liao, Esra Abaci Turk, Miaomiao Zhang, Jie Luo, Patricia Ellen Grant, Elfar Adalsteinsson, Polina Golland
2016 J jnl
Temporal Registration in In-Utero Volumetric MRI Time Series.
CoRR
Ruizhi Liao, Esra Abaci Turk, Miaomiao Zhang, Jie Luo, Patricia Ellen Grant, Elfar Adalsteinsson, Polina Golland
2015 — conf
A Hierarchical Bayesian Model for Multi-Site Diffeomorphic Image Atlases.
MICCAI (2)
Michelle Hromatka, Miaomiao Zhang, Greg M. Fleishman, Boris Gutman, Neda Jahanshad, Paul M. Thompson, P. Thomas Fletcher
2015 J jnl
Bayesian principal geodesic analysis for estimating intrinsic diffeomorphic image variability.
Medical Image Anal.
Miaomiao Zhang, P. Thomas Fletcher
2015 — conf
Finite-Dimensional Lie Algebras for Fast Diffeomorphic Image Registration.
IPMI
Miaomiao Zhang, P. Thomas Fletcher
2014 — conf
Bayesian Principal Geodesic Analysis in Diffeomorphic Image Registration.
MICCAI (3)
Miaomiao Zhang, P. Thomas Fletcher
2013 — conf
Bayesian Estimation of Regularization and Atlas Building in Diffeomorphic Image Registration.
IPMI
Miaomiao Zhang, Nikhil Singh, P. Thomas Fletcher
2013 — conf
Probabilistic Principal Geodesic Analysis.
NIPS
Miaomiao Zhang, P. Thomas Fletcher