LZ
Lianrui Zuo
eess.IVcs.CVcs.AIImage Processing, Computer-AssistedMRIcs.LGmagnetic resonance imagingMagnetic Resonance ImagingMultiple SclerosisBrain
On Valency
published · living versionsW_wyrcf6u8·v1 · currentpublished
Neural fields for adaptive white matter microstructural modeling
with Adam M. Saunders, Gaurav Rudravaram, Elyssa M. McMaster, Michael E. Kim +4
1 version
Preprints & journals
65 papers in the corpus · 2020–2026Generalizable field of view extension for diffusion MRI via conditional flow matching2610.17401v1 · Gaurav Rudravaram, Lianrui Zuo, Ema Topolnjak et al.2026 · 0 citationsarXiv
Identity-Duplication Auditing in National-Scale Neuroimaging Repositories2610.09614v2 · Jiheng Li, Michael E. Kim, Trent M. Schwartz et al.2026 · 0 citationsarXiv
Harmonizing the National Lung Screening Trial: Kernel resolution and field of view compensation.42832530 · Krishnan, Aravind R, Kim, Michael E, Gao, Chenyu et al.2026 · 0 citationsPloS one. 2026;21(10):e0352075
MSRepaint: Multiple Sclerosis Repaint with conditional denoising diffusion implicit model for bidirectional lesion filling and synthesis.42826585 · Zhang, Jinwei, Zuo, Lianrui, Liu, Yihao et al.2026 · 0 citationsMedical image analysis. 2027;115:104338
SliceBridge: Context-Consistent Repair of Corrupted Slice Intervals in T1-Weighted MRI2609.01827v2 · Jiheng Li, Michael E. Kim, Trent M. Schwartz et al.2026 · 0 citationsarXiv
Charting confidence in white matter brain charts: enabling study planning through stability validation.42787282 · Kim, Michael E, Rudravaram, Gaurav, Saunders, Adam M et al.2026 · 0 citationsJournal of medical imaging (Bellingham, Wash.). 2026;13(5):054001
Contrastive learning and advanced bundle metrics outperform fractional anisotropy for Alzheimer's disease diffusion MRI prediction: findings from the Beyond FA challenge.42889931 · McMaster, Elyssa, Newlin, Nancy, Schwartz, Trent et al.2026 · 0 citationsJournal of medical imaging (Bellingham, Wash.). 2026;13(5):054003
Longitudinal analysis of CYFRA 21-1 levels in patients with pulmonary nodules: Differential trajectories between benign and malignant cases.42335041 · Forero, Yency J, Kammer, Michael N, McGann, Kevin C et al.2026 · 0 citationsPloS one. 2026;21(6):e0341522
Beyond the LUMIR challenge: The pathway to foundational registration models.42361771 · Chen, Junyu, Wei, Shuwen, Honkamaa, Joel et al.2026 · 1 citationMedical image analysis. 2026;113:104175
Unsupervised learning of acquisition variability in structural connectomes via hybrid latent space modeling2605.13933v1 · Gaurav Rudravaram, Lianrui Zuo, Karthik Ramadass et al.2026 · 0 citationsarXiv
Editorial for the Special Issue on Harmonization Techniques for MRI.42128316 · Zuo, Lianrui, Liu, Yihao, Carass, Aaron2026 · 0 citationsNeuroImage. 2026;335:121979
Harmonizing MR Images Across 100+ Scanners: Multi-site Validation with Traveling Subjects and Real-world Protocols2604.19474v2 · Savannah P. Hays, Lianrui Zuo, Muhammad Faizyab Ali Chaudhary et al.2026 · 0 citationsarXiv
An Artifact-based Agent Framework for Adaptive and Reproducible Medical Image Processing2604.21936v1 · Lianrui Zuo, Yihao Liu, Gaurav Rudravaram et al.2026 · 0 citationsarXiv
EVALUATION OF NEUROCOMBAT AND DEEP LEARNING HARMONIZATION FOR MULTI-SITE MAGNETIC RESONANCE NEUROIMAGING IN YOUTH WITH PRENATAL ALCOHOL EXPOSURE.41958471 · Scholten, Chloe, McMaster, Elyssa M, Saunders, Adam M et al.2026 · 0 citationsArXiv. 2026
Characterizing Continuous and Discrete Hybrid Latent Spaces for Structural Connectomes.42181986 · Rudravaram, Gaurav, Zuo, Lianrui, Saunders, Adam M et al.2026 · 0 citationsProceedings of SPIE--the International Society for Optical Engineering. 2026;13925
Phenotype discovery of traumatic brain injury segmentations from heterogeneous multi-site data.42266432 · Saunders, Adam M, Kim, Michael E, Rudravaram, Gaurav et al.2026 · 0 citationsProceedings of SPIE--the International Society for Optical Engineering. 2026;13925
Impact of reconstruction kernel variability on segmentation consistency in low-dose thoracic CT.42266434 · Liard, Eléanor, Krishnan, Aravind R, Maldonado, Fabien et al.2026 · 0 citationsProceedings of SPIE--the International Society for Optical Engineering. 2026;13925
UNISELF: A unified network with instance normalization and self-ensembled lesion fusion for multiple sclerosis lesion segmentation.41570473 · Zhang, Jinwei, Zuo, Lianrui, Dewey, Blake E et al.2026 · 4 citationsMedical image analysis. 2026;109:103954
Longitudinal Analysis of CYFRA 21-1 Levels in Patients with Pulmonary Nodules: Differential Trajectories Between Benign and Malignant Cases and Impact of Tumor Resection.41646782 · Forero, Yency J, Kammer, Michael N, McGann, Kevin C et al.2026 · 0 citationsmedRxiv : the preprint server for health sciences. 2026
Multi-modality conditioned variational U-net for field-of-view extension in brain diffusion MRI.41520931 · Li, Zhiyuan, Gao, Chenyu, Kanakaraj, Praitayini et al.2026 · 1 citationMagnetic resonance imaging. 2026;129:110617
Synthetic multi-inversion time magnetic resonance images for visualization of subcortical structures.41503368 · Hays, Savannah P, Zuo, Lianrui, Feng, Anqi et al.2026 · 0 citationsJournal of medical imaging (Bellingham, Wash.). 2026;13(1):014002
An Unsupervised Approach for Artifact Severity Scoring in Multi-Contrast MR Images.42422279 · Hays, Savannah P, Zuo, Lianrui, Dewey, Blake E et al.2026 · 0 citationsProceedings of machine learning research. 2026;301:604-614
MetaVoxel: Joint Diffusion Modeling of Imaging and Clinical Metadata2512.10041v2 · Yihao Liu, Chenyu Gao, Lianrui Zuo et al.2025 · 0 citationsarXiv
Multipath cycleGAN for harmonization of paired and unpaired low-dose lung computed tomography reconstruction kernels.41206352 · Krishnan, Aravind R, Li, Thomas Z, Remedios, Lucas W et al.2025 · 2 citationsMedical physics. 2025;52(11):e70120
Harmonizing 10,000 connectomes: site-invariant representation learning for multi-site analysis of network connectivity and cognitive impairment.41210921 · Newlin, Nancy R, Kim, Michael E, Kanakaraj, Praitayini et al.2025 · 0 citationsJournal of medical imaging (Bellingham, Wash.). 2025;12(6):064001
Pitfalls of defacing whole-head MRI: re-identification risk with diffusion models and compromised research potential.40974862 · Gao, Chenyu, Xu, Kaiwen, Kim, Michael E et al.2025 · 2 citationsComputers in biology and medicine. 2025;197(Pt B):111112
Self-supervised learning of imaging and clinical signatures using a multimodal joint-embedding predictive architecture2509.15470v1 · Thomas Z. Li, Aravind R. Krishnan, Lianrui Zuo et al.2025 · 0 citationsarXiv
Enhancing Clinical Data Management Through Barcode Integration and Research Electronic Data Capture: Scalable and Adaptable Implementation Study.40951995 · Zhang, Rendong, Chiron, Sophie, Tyree, Regina et al.2025 · 1 citationJMIR formative research. 2025;9:e70016
UNISELF: A Unified Network with Instance Normalization and Self-Ensembled Lesion Fusion for Multiple Sclerosis Lesion Segmentation.41479462 · Zhang, Jinwei, Zuo, Lianrui, Dewey, Blake E et al.2026 · 0 citationsArXiv. 2025
An evaluation of image-based and statistical techniques for harmonizing brain volume measurements.40800765 · Lu, Yuan-Chiao, Zuo, Lianrui, Chou, Yi-Yu et al.2026 · 5 citationsImaging neuroscience (Cambridge, Mass.). 2025;3
BrainVAE: Exploring the role of white matter BOLD in preclinical Alzheimer's disease classification.40463081 · Li, Yikang, Xu, Lyuan, Zuo, Lianrui et al.2026 · 1 citationbioRxiv : the preprint server for biology. 2025
Longitudinal Masked Representation Learning for Pulmonary Nodule Diagnosis from Language Embedded EHRs.40385386 · Li, Thomas Z, Still, John M, Zuo, Lianrui et al.2025 · 0 citationsmedRxiv : the preprint server for health sciences. 2025
Brain age identification from diffusion MRI synergistically predicts neurodegenerative disease.40800739 · Gao, Chenyu, Kim, Michael E, Ramadass, Karthik et al.2026 · 3 citationsImaging neuroscience (Cambridge, Mass.). 2025;3
Influence of early through late fusion on pancreas segmentation from imperfectly registered multimodal magnetic resonance imaging.40291815 · Remedios, Lucas W, Liu, Han, Remedios, Samuel W et al.2026 · 4 citationsJournal of medical imaging (Bellingham, Wash.). 2025;12(2):024008
Quantitative Analysis of Colonic Epithelial Cell Aging in a Cell-cycle like Model: Changes in Nucleus and Cytoplasm Along the Crypt Axis.41323936 · Bao, Shunxing, Wang, Yaohong, Rudravaram, Gaurav et al.2026 · 0 citationsProceedings of SPIE--the International Society for Optical Engineering. 2025;13413
A technical assessment of latent diffusion for Alzheimer's Disease progression.41445917 · McMaster, Elyssa, Puglisi, Lemuel, Gao, Chenyu et al.2026 · 3 citationsProceedings of SPIE--the International Society for Optical Engineering. 2025;13406
Investigating the impact of kernel harmonization and deformable registration on inspiratory and expiratory chest CT images for people with COPD.41450848 · Krishnan, Aravind R, Liu, Yihao, Xu, Kaiwen et al.2026 · 0 citationsProceedings of SPIE--the International Society for Optical Engineering. 2025;13410
Beyond the lungs: extending the field-of-view in chest CT with latent diffusion models.41451393 · Zuo, Lianrui, Xu, Kaiwen, Su, Dingjie et al.2026 · 1 citationProceedings of SPIE--the International Society for Optical Engineering. 2025;13406
Bi-Directional MS Lesion Filling and Synthesis Using Denoising Diffusion Implicit Model-based Lesion Repainting.41451394 · Zhang, Jinwei, Zuo, Lianrui, Liu, Yihao et al.2026 · 3 citationsProceedings of SPIE--the International Society for Optical Engineering. 2025;13406
Robust Body Composition Analysis by Generating 3D CT Volumes from Limited 2D Slices.41451396 · Zuo, Lianrui, Yu, Xin, Su, Dingjie et al.2026 · 0 citationsProceedings of SPIE--the International Society for Optical Engineering. 2025;13406
Investigating effects of air quality and weather on brain volumes.41458450 · Ramadass, Karthik, Liu, Yihao, Kim, Michael E et al.2026 · 0 citationsProceedings of SPIE--the International Society for Optical Engineering. 2025;13410
Calibrating CT Slice Location and Body Part in Body Part Regression.41459000 · Su, Dingjie, Li, Thomas, Zuo, Lianrui et al.2026 · 1 citationProceedings of SPIE--the International Society for Optical Engineering. 2025;13406
Vector field attention for deformable image registration.39513093 · Liu, Yihao, Chen, Junyu, Zuo, Lianrui et al.2026 · 13 citationsJournal of medical imaging (Bellingham, Wash.). 2024;11(6):064001
Influence of Early through Late Fusion on Pancreas Segmentation from Imperfectly Registered Multimodal MRI2409.04563v1 · Lucas W. Remedios, Han Liu, Samuel W. Remedios et al.2024 · 1 citationarXiv
Beyond MR Image Harmonization: Resolution Matters Too2408.16562v2 · Savannah P. Hays, Samuel W. Remedios, Lianrui Zuo et al.2024 · 0 citationsarXiv
Revisiting registration-based synthesis: A focus on unsupervised MR image synthesis2402.12288v1 · Savannah P. Hays, Lianrui Zuo, Yihao Liu et al.2024 · 0 citationsarXiv
Towards an accurate and generalizable multiple sclerosis lesion segmentation model using self-ensembled lesion fusion2312.01460v1 · Jinwei Zhang, Lianrui Zuo, Blake E. Dewey et al.2023 · 16 citationsarXiv
Harmonization-enriched domain adaptation with light fine-tuning for multiple sclerosis lesion segmentation2310.20586v1 · Jinwei Zhang, Lianrui Zuo, Blake E. Dewey et al.2023 · 8 citationsarXiv
Self-Supervised Super-Resolution for Anisotropic MR Images with and Without Slice Gap.39628924 · Remedios, Samuel W, Han, Shuo, Zuo, Lianrui et al.2024 · 16 citationsSimulation and synthesis in medical imaging : ... International Workshop, SASHIMI ..., held in conjunction with MICCAI ..., proceedings. SASHIMI (Workshop). 2023;14288:118-128
Recurrent Self Fusion: Iterative Denoising for Consistent Retinal OCT Segmentation.38318463 · Wei, Shuwen, Liu, Yihao, Bian, Zhangxing et al.2024 · 2 citationsOphthalmic medical image analysis : 10th International Workshop, OMIA 2023, held in conjunction with MICCAI 2023, Vancouver, BC, Canada, October 12, 2023, Proceedings. OMIA (Workshop) (10th : 2023 : Vancouver, B.C. ; Online). 2023;14096:42-51
Career total: 88 works. 65 are in this corpus.Showing the 50 most recent.
Profile built from the corpus for this byline.
Author records are still filling in while the Hub is in alpha. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.