Publications

2026

An Artifact-based Agent Framework for Adaptive and Reproducible Medical Image Processing
Lianrui Zuo, Yihao Liu, Gaurav Rudravaram, Karthik Ramadass, Aravind R. Krishnan, …, Bennett A. Landman

MICCAI, 2026Accepted
Analytic Bounds on GAMLSS Model Variability of Normative White Matter Brain Charts
Michael E. Kim, Gaurav Rudravaram, Adam Saunders, Chenyu Gao, Karthik Ramadass, …, Lianrui Zuo, …, Bennett A. Landman

SPIE Medical Imaging 2026: Image Processing, 2026OralAccepted
Beyond FA Grand Challenge Findings on Imaging Biomarkers for Alzheimer’s Disease
Elyssa M. McMaster, Nancy R. Newlin, Trent Schwartz, Adam M. Saunders, Gaurav Rudravaram, …, Lianrui Zuo, …, Bennett A. Landman

Journal of Medical Imaging, 2026Accepted
Beyond the LUMIR Challenge: The Pathway to Foundational Registration Models
Junyu Chen, Shuwen Wei, Joel Honkamaa, Pekka Marttinen, Hang Zhang, …, Lianrui Zuo, et al.

Medical Image Analysis, 2026
Characterizing Continuous and Discrete Hybrid Latent Spaces for Structural Connectomes
Gaurav Rudravaram, Lianrui Zuo, Michael E. Kim, Adam M. Saunders, Praitayini Kanakaraj, …, Bennett A. Landman

SPIE Medical Imaging 2026: Image Processing, 2026OralAccepted
Charting Confidence in White Matter Brain Charts: Enabling Study Planning Through Stability Validation
Michael E. Kim, Gaurav Rudravaram, Adam M. Saunders, Chenyu Gao, Karthik Ramadass, …, Lianrui Zuo, …, Bennett A. Landman

Journal of Medical Imaging, 2026
Harmonizing MR Images Across 100+ Scanners: Multi-site Validation with Traveling Subjects and Real-world Protocols
Savannah P. Hays, Lianrui Zuo, Muhammad Faizyab Ali Chaudhary, Kathleen M. Bartz, Samuel W. Remedios, …, Aaron Carass

MIDL, 2026Accepted
Harmonizing the National Lung Screening Trial: Kernel Resolution and Field of View Compensation
Aravind R. Krishnan, Michael E. Kim, Chenyu Gao, Gaurav Rudravaram, Trent Schwartz, …, Lianrui Zuo, Bennett A. Landman

PLOS ONE, 2026Accepted
Impact of Reconstruction Kernel Variability on Segmentation Consistency in Low-dose Thoracic CT
Eleanor Liard, Aravind R. Krishnan, Fabien Maldonado, Kim Sandler, Yuankai Huo, Lianrui Zuo, Bennett A. Landman

SPIE Medical Imaging 2026: Image Processing, 2026Long oralAccepted
Longitudinal Analysis of CYFRA 21-1 Levels in Patients with Pulmonary Nodules: Differential Trajectories between Benign and Malignant Cases
Yency J. Forero, Michael N. Kammer, Kevin C. McGann, Hudson Holmes, Sheau-Chiann Chen, …, Lianrui Zuo, …, Fabien Maldonado

PLOS ONE, 2026
Magnetic Resonance Unpaired Image Translation with Pseudometric Schrödinger Bridges
Shuwen Wei, Samuel W. Remedios, Zhangxing Bian, Shimeng Wang, Jinwei Zhang, …, Lianrui Zuo, …, Jerry L. Prince

NeurIPS, 2026Accepted
MetaVoxel: Joint Modeling of Imaging and Clinical Metadata with Diffusion Model
Yihao Liu, Chenyu Gao, Lianrui Zuo, Michael Kim, Brian D. Boyd, …, Bennett A. Landman

MIDL, 2026Accepted
Multi-modality conditioned variational U-net for field-of-view extension in brain diffusion MRI
Zhiyuan Li, Chenyu Gao, Praitayini Kanakaraj, Shunxing Bao, Lianrui Zuo, …, Bennett A. Landman

Magnetic Resonance Imaging, 2026
Phenotype Discovery of Traumatic Brain Injury Segmentations from Heterogeneous Multi-site Data
Adam M. Saunders, Michael E. Kim, Gaurav Rudravaram, Lucas W. Remedios, Chloe Cho, …, Lianrui Zuo, Bennett A. Landman

SPIE Medical Imaging 2026: Image Processing, 2026Accepted
Sample Structure, Refine Contrast: Zero-Shot MR Image Harmonization with a Phase-Preserving Diffusion Prior
Muhammad Faizyab Ali Chaudhary, Samuel Remedios, Savannah Hays, Lianrui Zuo, Shimeng Wang, …, Aaron Carass

SASHIMI, 2026Accepted
Structural Harmonization of Multi-Site MR Neuroimaging Data in a Pediatric Population with Prenatal Alcohol Exposure
Chloe Scholten, Elyssa McMaster, Adam Saunders, Michael E. Kim, Gaurav Rudravaram, Bryce Geeraert, Lianrui Zuo, Catherine Lebel, Bennett Landman

ISBI, 2026Accepted
Synthetic Multi-inversion Time Magnetic Resonance Images for Visualization of Subcortical Structures
Savannah P. Hays, Lianrui Zuo, Anqi Feng, Yihao Liu, Blake E. Dewey, …, Aaron Carass

Journal of Medical Imaging, 2026
UNISELF: A Unified Network with Instance Normalization and Self-Ensembled Lesion Fusion for Multiple Sclerosis Lesion Segmentation
Jinwei Zhang, Lianrui Zuo, Blake E. Dewey, Samuel W. Remedios, Yihao Liu, …, Jerry L. Prince

Medical Image Analysis, 2026

2025

A Technical Assessment of Latent Diffusion for Alzheimer’s Disease Progression
Elyssa McMaster, Lemuel Puglisi, Chenyu Gao, Aravind R. Krishnan, Adam M. Saunders, …, Lianrui Zuo, Daniel Moyer, et al.

SPIE Medical Imaging 2025: Image Processing, 2025
An Evaluation of Image-Based and Statistical Techniques for Harmonizing Brain Volume Measurements
Yuan-Chiao Lu, Lianrui Zuo, Yi-Yu Chou, Blake E. Dewey, Samuel Remedios, …, Jerry L. Prince, et al.

Imaging Neuroscience, 2025
An Unsupervised Approach for Artifact Severity Scoring in Multi-Contrast MR Images
Savannah Hays, Lianrui Zuo, Blake E. Dewey, Samuel Remedios, Jinwei Zhang, Ellen M. Mowry, Scott D. Newsome, Aaron Carass, Jerry L. Prince

MIDL, 2025
Anatomy-Guided Multi-Path CycleGAN for Lung CT Kernel Harmonization
Aravind Krishnan, Thomas Li, Lucas Walker Remedios, Kaiwen Xu, Lianrui Zuo, Kim L. Sandler, Fabien Maldonado, Bennett Allan Landman

MIDL, 2025Oral
Beyond the Lungs: Extending the Field-of-View in Chest CT with Latent Diffusion Models
Lianrui Zuo, Kaiwen Xu, Dingjie Su, Xin Yu, Aravind R. Krishnan, …, Fabien Maldonado, et al.

SPIE Medical Imaging 2025: Image Processing, 2025Oral
Bi-directional MS Lesion Filling And Synthesis Using Denoising Diffusion Implicit Model-based Lesion Repainting
Jinwei Zhang, Lianrui Zuo, Yihao Liu, Samuel Remedios, Bennett A. Landman, Jerry L. Prince, Aaron Carass

SPIE Medical Imaging 2025: Image Processing, 2025Long oral
Brain Age Identification from Diffusion MRI Synergistically Predicts Neurodegenerative Disease
Chenyu Gao, Michael E. Kim, Karthik Ramadass, Praitayini Kanakaraj, Aravind R. Krishnan, …, Lianrui Zuo, et al.

Imaging Neuroscience, 2025
Calibrating CT Slice Location And Body Part in Body Part Regression
Dingjie Su, Thomas Li, Lianrui Zuo, Yucheng Tang, Benoit M. Dawant, Bennett A. Landman

SPIE Medical Imaging 2025: Image Processing, 2025
Contrastive Patient-level Pretraining Enables Longitudinal and Multimodal Fusion for Lung Cancer Risk Prediction
Thomas Li, Lianrui Zuo, Yihao Liu, Aravind Krishnan, Kim L. Sandler, Thomas A. Lasko, Fabien Maldonado, Bennett Allan Landman

MIDL, 2025
Counterfactual Brain Amyloid Pathology Image Synthesis
Murat Bilgel, Lianrui Zuo, Susan M. Resnick, Aaron Carass

SPIE Medical Imaging 2025: Image Processing, 2025Oral
Enhancing Clinical Data Management through Barcode Integration and REDCap: Innovations in Scalability and Adaptability
Rendong Zhang, Sophie Chiron, Regina Tyree, Kate Carson, Larry Raber, …, Lianrui Zuo, Yike Li, et al.

JMIR Formative Research, 2025
Harmonizing 10,000 Connectomes: Site-Invariant Representation Learning for Multi-site Analysis of Network Connectivity and Cognitive Impairment
Nancy R. Newlin, Michael E. Kim, Praitayini Kanakaraj, Elyssa McMaster, Chloe Cho, …, Sid E. O’Bryant, et al.

Journal of Medical Imaging, 2025
Influence of Early through Late Fusion on Pancreas Segmentation from Imperfectly Registered Multimodal Magnetic Resonance Imaging
Lucas W. Remedios, Han Liu, Samuel W. Remedios, Lianrui Zuo, Adam M. Saunders, …, Bennett A. Landman

Journal of Medical Imaging, 2025
Investigating Effects of Air Quality And Weather on Brain Volumes
Karthik Ramadass, Yihao Liu, Michael E. Kim, Chenyu Gao, Aravind Krishnan, …, Lianrui Zuo, …, Kurt G. Schilling, et al.

SPIE Medical Imaging 2025: Image Processing, 2025Oral
Investigating the Impact of Kernel Harmonization And Deformable Registration on Inspiratory And Expiratory Chest CT Images for People with COPD
Aravind R. Krishnan, Yihao Liu, Kaiwen Xu, Michael E. Kim, Lucas W. Remedios, …, Lianrui Zuo

SPIE Medical Imaging 2025: Clinical and Biomedical Imaging, 2025
Mesh-Prompted Anatomy Segmentation
Dingjie Su, Yihao Liu, Lianrui Zuo, Benoit Dawant

MIDL, 2025Oral
MSRepaint: Multiple Sclerosis Repaint with Conditional Denoising Diffusion Implicit Model for Bidirectional Lesion Filling and Synthesis
Jinwei Zhang, Lianrui Zuo, Yihao Liu, Hang Zhang, Samuel W. Remedios, …, Dzung L. Pham, et al.

Medical Image Analysis, 2025
Multipath cycleGAN for Harmonization of Paired and Unpaired Low-dose Lung Computed Tomography Reconstruction Kernels
Aravind R. Krishnan, Thomas Z. Li, Lucas W. Remedios, Michael E. Kim, Chenyu Gao, …, Lianrui Zuo, …, Bennett A. Landman

Medical Physics, 2025
Pitfalls of Defacing Whole-head MRI: Re-Identification Risk with Diffusion Models and Compromised Research Potential
Chenyu Gao, Kaiwen Xu, Michael E. Kim, Lianrui Zuo, Zhiyuan Li, …, Lori L. Beason-Held, et al.

Computers in Biology and Medicine, 2025
Quantitative Analysis of Colonic Epithelial Cell Aging in a Cell-cycle-like Model: Changes in Nucleus and Cytoplasm along the Crypt Axis
Shunxing Bao, Yaohong Wang, Gaurav Rudravaram, Rendong Zhang, Ruining Deng, …, Lianrui Zuo, …, Yuankai Huo

SPIE Medical Imaging 2025: Digital and Computational Pathology, 2025
Robust Body Composition Analysis by Generating 3D CT Volumes from Limited 2D Slices
Lianrui Zuo, Xin Yu, Dingjie Su, Kaiwen Xu, Aravind R. Krishnan, …, Bennett A. Landman

SPIE Medical Imaging 2025: Image Processing, 2025Oral
The TRaditional versus Early Aggressive Therapy for MS (TREAT-MS) trial: Design and baseline characteristics of participants
Ellen M. Mowry, Peiqing Qian, William Meador, Sharon Lynch, Ram Narayan, …, Lianrui Zuo, et al.

Contemporary Clinical Trials, 2025

2024

An Overview of Disentangled Representation Learning for MR Image Harmonization
Lianrui Zuo, Yihao Liu, Jerry L. Prince, Aaron Carass

In Deep Learning for Medical Image Analysis, 2024
Beyond MR Image Harmonization: Resolution Matters Too
Savannah P. Hays, Samuel W. Remedios, Lianrui Zuo, Ellen M. Mowry, Scott D. Newsome, Peter A. Calabresi, Aaron Carass, Blake E. Dewey, Jerry L. Prince

SASHIMI, 2024Oral
Deep-Learning based Segmentation of Hydrocephalus Brain Ventricle from Ultrasound
Yuli Wang, Yihao Liu, Shuwen Wei, Yuan Xue, Lianrui Zuo, …, Ryan P. Lee, et al.

SPIE Medical Imaging 2024: Image Processing, 2024
Harmonization-Enriched Domain Adaptation with Light Fine-tuning for Multiple Sclerosis Lesion Segmentation
Jinwei Zhang, Lianrui Zuo, Blake E. Dewey, Samuel W. Remedios, Savannah P. Hays, Dzung L. Pham, Jerry L. Prince, Aaron Carass

SPIE Medical Imaging 2024: Clinical and Biomedical Imaging, 2024
OCTA Segmentation with Limited Training Data using Disentangled Representation Learning
Yihao Liu, Lianrui Zuo, Yufan He, Shuo Han, Jianqin Lei, Jerry L. Prince, Aaron Carass

In Deep Learning for Medical Image Analysis, 2024
Revisiting Registration-based Image Synthesis: A Focus on Unsupervised MR Image Synthesis
Savannah P. Hays, Lianrui Zuo, Yihao Liu, Anqi Feng, Jiachen Zhuo, Jerry L. Prince, Aaron Carass

SPIE Medical Imaging 2024: Image Processing, 2024Long oral
Towards An Accurate And Generalizable Multiple Sclerosis Lesion Segmentation Model Using Self-ensembled Lesion Fusion
Jinwei Zhang, Lianrui Zuo, Blake E. Dewey, Samuel W. Remedios, Dzung L. Pham, Aaron Carass, Jerry L. Prince

ISBI, 2024
Vector Field Attention for Deformable Image Registration
Yihao Liu, Junyu Chen, Lianrui Zuo, Aaron Carass, Jerry L. Prince

Journal of Medical Imaging, 2024

2023

A Latent Space for Unsupervised MR Image Quality Control via Artifact Assessment
Lianrui Zuo, Yuan Xue, Blake E. Dewey, Yihao Liu, Jerry L. Prince, Aaron Carass

SPIE Medical Imaging 2023: Image Processing, 2023Oral
Automated Ventricle Parcellation and Evan’s Ratio Computation in Pre-and Post-Surgical Ventriculomegaly
Yuli Wang, Anqi Feng, Yuan Xue, Lianrui Zuo, Yihao Liu, Ari M. Blitz, Mark G. Luciano, Aaron Carass, Jerry L. Prince

ISBI, 2023
Exploring the Optimal Operating MR Contrast for Brain Ventricle Parcellation
Savannah Hays, Lianrui Zuo, Yuli Wang, Mark G. Luciano, Aaron Carass, Jerry L. Prince

MIDL, short paper, 2023
HACA3: A Unified Approach for Multi-site MR Image Harmonization
Lianrui Zuo, Yihao Liu, Yuan Xue, Blake E. Dewey, Samuel W. Remedios, …, Peter A. Calabresi, et al.

Computerized Medical Imaging and Graphics, 2023
Investigating the Effect of Cerebral Atrophy on Brain Deformation Using Subject-Specific Models
Allen Hong, Aaron Carass, Lianrui Zuo, Jerry L. Prince, Ahmed Alshareef

SPIE Medical Imaging 2023: Biomedical Applications in Molecular, Structural, and Functional Imaging, 2023Oral
Joint Synthesis of WMn MPRAGE and Parameter Maps using Deep Learning and an Imaging Equation
Pouria Tohidi, Shuo Han, Lianrui Zuo, Jiachen Zhuo, Steven R. Roys, Aaron Carass, Rao P. Gullapalli, Jerry L. Prince

SPIE Medical Imaging 2023: Image Processing, 2023Oral
Optimal Operating MR Contrast for Brain Ventricle Parcellation
Savannah P. Hays, Lianrui Zuo, Yuli Wang, Mark G. Luciano, Aaron Carass, Jerry L. Prince

ISBI, 2023
Rapid Brain Meninges Surface Reconstruction with Layer Topology Guarantee
Peiyu Duan, Yuan Xue, Shuo Han, Lianrui Zuo, Aaron Carass, …, James S. Duncan, et al.

ISBI, 2023
Recurrent Self Fusion: Iterative Denoising for Consistent Retinal OCT Segmentation
Shuwen Wei, Yihao Liu, Zhangxing Bian, Yuli Wang, Lianrui Zuo, Peter A. Calabresi, Shiv Saidha, Jerry L. Prince, Aaron Carass

OMIA, 2023
Self-supervised Super-resolution for Anisotropic MR Images with and Without Slice Gap
Samuel W. Remedios, Shuo Han, Lianrui Zuo, Aaron Carass, Dzung L. Pham, Jerry L. Prince, Blake E. Dewey

SASHIMI, 2023Best Paper AwardOral
Unsupervised Quality Assurance for Brain MR Image Rigid Registration Using Latent Shape Representation
Yuan Xue, Lianrui Zuo, Samuel W. Remedios, Blake E. Dewey, Peiyu Duan, …, Aaron Carass, et al.

SPIE Medical Imaging 2023: Image Processing, 2023

2022

Bi-directional Synthesis of Pre-and Post-contrast MRI via Guided Feature Disentanglement
Yuan Xue, Blake E. Dewey, Lianrui Zuo, Shuo Han, Aaron Carass, …, Peter A. Calabresi, et al.

SASHIMI, 2022
Coordinate Translator for Learning Deformable Medical Image Registration
Yihao Liu, Lianrui Zuo, Shuo Han, Yuan Xue, Jerry L. Prince, Aaron Carass

MMMI, 2022Oral
Cranial Meninges Reconstruction based on convolutional networks and deformable models: applications to longitudinal study of normal aging
Peiyu Duan, Shuo Han, Lianrui Zuo, Yang An, Yihao Liu, …, Jerry L. Prince

SPIE Medical Imaging 2022: Image Processing, 2022
Disentangled Representation Learning for OCTA Vessel Segmentation with Limited Training Data
Yihao Liu, Aaron Carass, Lianrui Zuo, Yufan He, Shuo Han, …, Peter A. Calabresi, et al.

IEEE Transactions on Medical Imaging, 2022
Disentangling a Single MR Modality
Lianrui Zuo, Yihao Liu, Yuan Xue, Shuo Han, Murat Bilgel, Susan M. Resnick, Jerry L. Prince, Aaron Carass

DALI, 2022Best Paper Award
Evaluating the Impact of MR Image Contrast on Whole Brain Segmentation
Savannah P. Hays, Lianrui Zuo, Aaron Carass, Jerry Prince

SPIE Medical Imaging 2022: Image Processing, 2022Oral
Evaluating the Impact of MR Image Harmonization on Thalamus Deep Network Segmentation
Muhan Shao, Lianrui Zuo, Aaron Carass, Jiachen Zhuo, Rao P. Gullapalli, Jerry L. Prince

SPIE Medical Imaging 2022: Image Processing, 2022
Medical Image Harmonization through Synthesis
Blake E. Dewey, Yufan He, Yihao Liu, Lianrui Zuo, Jerry L. Prince

In Biomedical Image Synthesis and Simulation, 2022

2021

Autoencoder Based Self-supervised Test-time Adaptation for Medical Image Analysis
Yufan He, Aaron Carass, Lianrui Zuo, Blake E. Dewey, Jerry L. Prince

Medical Image Analysis, 2021
Information-based Disentangled Representation Learning for Unsupervised MR Harmonization
Lianrui Zuo, Blake E. Dewey, Aaron Carass, Yihao Liu, Yufan He, Peter A. Calabresi, Jerry L. Prince

IPMI, 2021Best Poster Award
Unsupervised MR Harmonization by Learning Disentangled Representations Using Information Bottleneck Theory
Lianrui Zuo, Blake E. Dewey, Yihao Liu, Yufan He, Scott D. Newsome, Ellen M. Mowry, Susan M. Resnick, Jerry L. Prince, Aaron Carass

NeuroImage, 2021

2020

A Disentangled Latent Space for Cross-site MRI Harmonization
Blake E. Dewey, Lianrui Zuo, Aaron Carass, Yufan He, Yihao Liu, …, Jerry L. Prince

MICCAI, 2020Oral
Self Domain Adapted Network
Yufan He, Aaron Carass, Lianrui Zuo, Blake E. Dewey, Jerry L. Prince

MICCAI, 2020Oral
Synthesizing Realistic Brain MR Images with Noise Control
Lianrui Zuo, Blake E. Dewey, Aaron Carass, Yufan He, Muhan Shao, Jacob C. Reinhold, Jerry L. Prince

SASHIMI, 2020Oral
Variational Intensity Cross Channel Encoder for Unsupervised Vessel Segmentation on OCT Angiography
Yihao Liu, Lianrui Zuo, Aaron Carass, Yufan He, Angeliki Filippatou, Sharon D. Solomon, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince

SPIE Medical Imaging 2020: Image Processing, 2020Best Paper AwardOral

2019

Automatic Quality Control using Hierarchical Shape Analysis for Cerebellum Parcellation
Lianrui Zuo, Shuo Han, Aaron Carass, Sarah H. Ying, Chiadikaobi U. Onyike, Jerry L. Prince

SPIE Medical Imaging 2019: Image Processing, 2019Oral

2018

Automatic Outlier Detection Using Hidden Markov Model for Cerebellar Lobule Segmentation
Lianrui Zuo, Aaron Carass, Shuo Han, Jerry L. Prince

SPIE Medical Imaging 2018: Biomedical Applications in Molecular, Structural, and Functional Imaging, 2018Oral

Under review and preprints

Characterizing Lung Nodule Phenotypes in Incidental and Screening Lung Cancer Populations
Aravind R. Krishnan, Gaurav Rudravaram, Fabien Maldonado, Kim L. Sandler, Yency Forero Martinez, …, Lianrui Zuo, Bennett A. Landman

2027Under review
Continuous Modeling of Infant White Matter Development Reveals Limitations of Age-binned Template Construction
Elyssa M. McMaster, Adam M. Saunders, Gaurav Rudravaram, Gabriella C. Taylor, Michael E. Kim, …, Lianrui Zuo, …, Daniel Moyer

2027Under review
Generalizable Field of View Extension for Diffusion MRI via Conditional Flow Matching
Gaurav Rudravaram, Lianrui Zuo, Ema Topolnjak, Michael E. Kim, Adam M. Saunders, …, Bennett A. Landman

2027Under review
Neural Fields for Adaptive White Matter Microstructural Modeling
Adam M. Saunders, Gaurav Rudravaram, Elyssa M. McMaster, Michael E. Kim, Trent Schwartz, …, Lianrui Zuo, …, Bennett A. Landman

2027Under review
Reconstruction Kernel Harmonization Impacts Cross-sectional Lung Nodule Characterization in the National Lung Screening Trial
Aravind R. Krishnan, Gaurav Rudravaram, Andre T. S. Hucke, Fabien Maldonado, Kim L. Sandler, Lianrui Zuo, Bennett A. Landman

2027Under review
SliceBridge: Context-Consistent Repair of Corrupted Slice Intervals in T1-weighted MRI
Jiheng Li, Michael E. Kim, Trent Schwartz, Gaurav Rudravaram, Derek B. Archer, Timothy J. Hohman, Lianrui Zuo, Bennett A. Landman

2027Under review
An Overview of Radiological Imaging
Lianrui Zuo

2026Under review
Exploring the Added Value of White Matter BOLD in Preclinical Alzheimer’s Disease Classification
Yikang Li, Lyuan Xu, Lianrui Zuo, Yukie Chang, Zhaohua Ding, …, Alzheimer’s Disease Neuroimaging Initiative

2026Under review
Identity-Duplication Auditing in National-Scale Neuroimaging Repositories
Jiheng Li, Michael E. Kim, Trent M. Schwartz, Yuhan Cui, Gaurav Rudravaram, …, Lianrui Zuo, …, Bennett A. Landman

2026Under review
Noise2Reg for Optical Coherence Tomography Speckle Reduction
Shuwen Wei, Samuel W. Remedios, Yihao Liu, Zhangxing Bian, Lianrui Zuo, …, Aaron Carass

2026Under review
Prospective Validation of Artificial Intelligence Lung Cancer Risk Prediction in a Screening Cohort
Lianrui Zuo, Aravind R. Krishnan, Yency Forero Martinez, Karthik Ramadass, Michael D. Phillips, …, Bennett A. Landman

2026Under review
Shape-Guided Anatomy Segmentation with Mesh Prompts
Dingjie Su, Yihao Liu, Lianrui Zuo, Benoit M. Dawant

2026Under review
Surrogate Supervision for Robust and Generalizable Deformable Image Registration
Yihao Liu, Junyu Chen, Lianrui Zuo, Shuwen Wei, Brian D. Boyd, …, Bennett A. Landman

2026Under review
Longitudinal Masked Representation Learning for Pulmonary Nodule Diagnosis from Language Embedded EHRs
Thomas Z. Li, John M. Still, Lianrui Zuo, Yihao Liu, Aravind R. Krishnan, Kim L. Sandler, Fabien Maldonado, Thomas A. Lasko, Bennett A. Landman

medRxiv, 2025Preprint