DM
Daniel Moyer
cs.LGcs.CVeess.IVstat.MLdiffusion MRIDiffusion MRIharmonizationq-bio.NCq-bio.QMcs.AI
On Valency
published · living versionsW_yrjnsj24·v1 · currentpublished
Directionally Factorized Illumination with Spherical Harmonic Rotation
with Yimeng Dou, Adam M. Saunders, Andre T. S. Hucke, Michael E. Kim +3
1 version
Preprints & journals
99 papers in the corpus · 2013–2026Directionally Factorized Illumination with Spherical Harmonic Rotation2610.24811v1 · Yimeng Dou, Adam M. Saunders, Andre T. S. Hucke et al.2026 · 0 citationsarXivon Valency
Generalizable field of view extension for diffusion MRI via conditional flow matching2610.17401v1 · Gaurav Rudravaram, Lianrui Zuo, Ema Topolnjak et al.2026 · 0 citationsarXiv
Differentiable Mesh State Estimation via Factor Graph Inference for Deformable Object Reconstruction2609.16686v1 · Lidia Al-Zogbi, Fangjie Li, Samuel Tobin et al.2026 · 0 citationsarXiv
Dataset-Dependent Effects of Cross-Depth Aggregation and Soft-Routed Experts in EEG Foundation Model Fine-Tuning2609.17886v1 · Mingyang Jiang, Yamin Li, Daniel Moyer 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
Is correction for gradient nonlinearity necessary in a brain diffusion tensor MRI clinical study?42406807 · Kanakaraj, Praitayini, Yao, Tianyuan, Li, Zhiyuan et al.2026 · 0 citationsPloS one. 2026;21(7):e0350808
Charting Cervical Spinal Cord Morphometry Across the Lifespan.42327282 · Schilling, Kurt G, Kim, Michael E, Amandola, Matthew et al.2026 · 0 citationsbioRxiv : the preprint server for biology. 2026
Identify then Realize: Contrastive Learning of Latent Port-Hamiltonian Dynamics from Partial Observations2605.16682v2 · Peilun Li, Kaiyuan Tan, Daniel Moyer et al.2026 · 0 citationsarXiv
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
Harmonization mitigates diffusion MRI scanner effects in infancy: insights from the HEALthy Brain and Childhood Development (HBCD) study2604.00246v1 · Elyssa M. McMaster, Gaurav Rudravaram, Michael E. Kim et al.2026 · 0 citationsarXiv
HARMONIZATION MITIGATES DIFFUSION MRI SCANNER EFFECTS IN INFANCY: INSIGHTS FROM THE HEALTHY BRAIN AND CHILD DEVELOPMENT (HBCD) STUDY.41958470 · McMaster, Elyssa M, Rudravaram, Gaurav, Kim, Michael E et al.2026 · 0 citationsArXiv. 2026
Generalization and Memorization in Rectified Flow2603.13421v3 · Mingxing Rao, Daniel Moyer2026 · 0 citationsarXiv
DermIDS: Dermatology imaging data structure for scalable and interoperable AI systems.42038928 · Cho, Chloe, McNeil, Andrew J, Jiang, Bohan et al.2026 · 0 citationsProceedings of SPIE--the International Society for Optical Engineering. 2026;13930
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
Personalized White Matter Bundle Segmentation for Early Childhood.42266436 · McMaster, Elyssa M, Kim, Michael E, Newlin, Nancy R et al.2026 · 0 citationsProceedings of SPIE--the International Society for Optical Engineering. 2026;13925
IntraStyler: Intra-Domain Style Synthesis for Cross-Modality MRI Domain Adaptation2601.00212v2 · Han Liu, Yubo Fan, Hao Li et al.2026 · 0 citationsarXiv
Fully Differentiable dMRI Streamline Propagation in PyTorch.42266435 · Yoon, Jongyeon, McMaster, Elyssa M, Kim, Michael E et al.2026 · 0 citationsProceedings of SPIE--the International Society for Optical Engineering. 2026;13925
Enhanced Landmark Detection Model in Pelvic Fluoroscopy using 2D/3D Registration Loss2511.21575v1 · Chou Mo, Yehyun Suh, J. Ryan Martin et al.2025 · 0 citationsarXiv
Latent Diffusion Inversion Requires Understanding the Latent Space2511.20592v3 · Mingxing Rao, Bowen Qu, Daniel Moyer2025 · 0 citationsarXiv
Pedicle Screw Pairing and Registration for Screw Pose Estimation from Dual C-arm Images Using CAD Models2511.05702v1 · Yehyun Suh, Lin Li, Aric Plumley et al.2025 · 0 citationsarXiv
BASSL-MI: Batch-Agnostic Self-Supervised Learning Uncovers Clinically Relevant Tumor Niches in Multiplexed Imaging10.1101/2025.11.04.686632v1 · Lin, A. L., Bao, S., Lau, K. et al.2025 · 0 citationsbioRxiv
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
Score-based Membership Inference on Diffusion Models2509.25003v3 · Mingxing Rao, Bowen Qu, Daniel Moyer2025 · 0 citationsarXiv
Development of a Machine Learning Model for Determining Alignment in Knees Following Total Knee Arthroplasty.40499744 · Chandrashekar, Anoop S, Suh, Yehyun, Fox, Jacob A et al.2025 · 2 citationsThe Journal of arthroplasty. 2026;41(1):96-102
Microstructural Characterization of Short Association Fibers Related to Long-Range White Matter Tracts in Normative Development.40490429 · Cho, Chloe, Chamberland, Maxime, Rheault, Francois et al.2025 · 3 citationsHuman brain mapping. 2025;46(8):e70255
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
DEEP AUTOMATIC ALIGNMENT OF MPOX DERMATOLOGICAL HAND PHOTOGRAPHY.40822979 · Jiang, Bohan, McNeil, Andrew, Liu, Yihao et al.2026 · 0 citationsProceedings. IEEE International Symposium on Biomedical Imaging. 2025;2025
2D/3D Registration of Acetabular Hip Implants Under Perspective Projection and Fully Differentiable Ellipse Fitting2503.07763v1 · Yehyun Suh, J. Ryan Martin, Daniel Moyer2025 · 0 citationsarXiv
Regression-based Pelvic Pose Initialization for Fast and Robust 2D/3D Pelvis Registration2503.07767v2 · Yehyun Suh, J. Ryan Martin, Daniel Moyer2025 · 0 citationsarXiv
Head Motion in Diffusion Magnetic Resonance Imaging: Quantification, Mitigation, and Structural Associations in Large, Cross-Sectional Datasets Across the Lifespan.39935269 · Schilling, Kurt G, Ramadass, Karthik, Sairanen, Viljami et al.2025 · 1 citationHuman brain mapping. 2025;46(3):e70143
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
Tractography enhancement in clinically-feasible diffusion MRI using T1-weighted MRI and anatomical context.41451395 · Yoon, Jongyeon, McMaster, Elyssa M, Cho, Chloe et al.2026 · 1 citationProceedings of SPIE--the International Society for Optical Engineering. 2025;13406
Development of a Deep Learning Model for Automating Implant Position in Total Hip Arthroplasty.39880053 · Chan, Peter Y W, Baker, Courtney E, Suh, Yehyun et al.2025 · 5 citationsThe Journal of arthroplasty. 2025;40(8):2092-2100
Deep learning-based free-water correction for single-shell diffusion MRI.39827997 · Yao, Tianyuan, Archer, Derek B, Kanakaraj, Praitayini et al.2025 · 4 citationsMagnetic resonance imaging. 2025;117:110326
Learning disentangled representations to harmonize connectome network measures.39959571 · Newlin, Nancy R, Kim, Michael E, Kanakaraj, Praitayini et al.2026 · 1 citationJournal of medical imaging (Bellingham, Wash.). 2025;12(1):014004
TRANSFORMER-BASED T1-TRACTOGRAPHY.40814567 · Yoon, Jongyeon, Rao, Mingxing, McMaster, Elyssa M et al.2026 · 1 citationProceedings. IEEE International Symposium on Biomedical Imaging. 2025;2025
Scale-up Unlearnable Examples Learning with High-Performance Computing.41323016 · Zhu, Yanfan, Lyngaas, Issac, Gopalakrishnan Meena, Murali et al.2026 · 0 citationsIS&T International Symposium on Electronic Imaging. 2025;37
Introducing QuantConn: Overcoming challenging diffusion acquisitions with harmonization.41451239 · Newlin, Nancy R, Schilling, Kurt, Koudoro, Serge et al.2026 · 0 citationsComputational diffusion MRI. CDMRI (Workshop). 2025;15171:164-174
Novel dilation-erosion labeling technique allows for rapid, accurate and adjustable alignment measurements in primary TKA.39689521 · Mika, Aleksander P, Suh, Yehyun, Elrod, Robert W et al.2025 · 3 citationsComputers in biology and medicine. 2025;185:109571
Training Noise Token Pruning2411.18092v2 · Mingxing Rao, Bohan Jiang, Daniel Moyer2024 · 0 citationsarXiv
NeuroGraph: Benchmarks for Graph Machine Learning in Brain Connectomics.38045477 · Said, Anwar, Bayrak, Roza G, Derr, Tyler et al.2024 · 15 citationsArXiv. 2024
MICCAI-CDMRI 2023 QuantConn Challenge Findings on Achieving Robust Quantitative Connectivity through Harmonized Preprocessing of Diffusion MRI.39606717 · Newlin, Nancy R, Schilling, Kurt, Koudoro, Serge et al.2024 · 2 citationsArXiv. 2024
SE(3)-Equivariant and Noise-Invariant 3D Rigid Motion Tracking in Brain MRI.38857148 · Billot, Benjamin, Dey, Neel, Moyer, Daniel et al.2024 · 11 citationsIEEE transactions on medical imaging. 2024;43(11):4029-4040
NeuroBOLT: Resting-state EEG-to-fMRI Synthesis with Multi-dimensional Feature Mapping2410.05341v3 · Yamin Li, Ange Lou, Ziyuan Xu et al.2024 · 12 citationsarXiv
Zero-shot prompt-based video encoder for surgical gesture recognition.39287713 · Rao, Mingxing, Qin, Yinhong, Kolouri, Soheil et al.2025 · 11 citationsInternational journal of computer assisted radiology and surgery. 2025;20(2):311-321
Characterizing patterns of diffusion tensor imaging variance in aging brains.37662348 · Gao, Chenyu, Yang, Qi, Kim, Michael E et al.2024 · 0 citationsmedRxiv : the preprint server for health sciences. 2024
Tractography from T1-weighted MRI: Empirically exploring the clinical viability of streamline propagation without diffusion MRI.40800467 · Cai, Leon Y, Lee, Ho Hin, Johnson, Graham W et al.2026 · 4 citationsImaging neuroscience (Cambridge, Mass.). 2024;2
Field-of-view extension for brain diffusion MRI via deep generative models.39185475 · Gao, Chenyu, Bao, Shunxing, Kim, Michael E et al.2026 · 4 citationsJournal of medical imaging (Bellingham, Wash.). 2024;11(4):044008
Correction to: White matter tract microstructure, macrostructure, and associated cortical gray matter morphology across the lifespan.40800378 · Schilling, Kurt G, Chad, Jordan A, Chamberland, Maxime et al.2026 · 0 citationsImaging neuroscience (Cambridge, Mass.). 2024;2
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