GR
Gaurav Rudravaram
eess.IVcs.CVdiffusion MRIBraincs.AITractographyWhite Mattercs.LGDiffusion Magnetic Resonance ImagingDiffusion MRI
On Valency
published · living versionsW_wyrcf6u8·v1 · currentpublished
Neural fields for adaptive white matter microstructural modeling
with Adam M. Saunders, Elyssa M. McMaster, Michael E. Kim, Trent Schwartz +4
1 version
Preprints & journals
47 papers in the corpus · 2024–2026Separating mixtures of single-fiber orientation distributions for increased sensitivity to crossing white matter fibers2610.20974v1 · Adam M. Saunders, Gaurav Rudravaram, Michael E. Kim et al.2026 · 0 citationsarXiv
Generalizable 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
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
A geometric-to-neural cascade for cerebral microbleed detection in susceptibility-weighted MRI.42619728 · Bogdanov, Sam, Rudravaram, Gaurav, Saunders, Adam M et al.2026 · 0 citationsbioRxiv : the preprint server for biology. 2026
Automated Segmentation of Brainstem and Subcortical White Matter: Mapping the Deep Tegmental Core with BundleParc.42327022 · Schilling, Kurt G, Rudravaram, Gaurav, Theberge, Antoine et al.2026 · 0 citationsbioRxiv : the preprint server for biology. 2026
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
Publisher Correction: White matter micro- and macrostructure brain charts for the human lifespan.42230794 · Kim, Michael E, Gao, Chenyu, Ramadass, Karthik et al.2026 · 0 citationsNature. 2026;654(8119):E20
Large-Scale Deployment and Analytical Implications of Structured Quality Control in Diffusion Magnetic Resonance Imaging2605.21799v1 · Michael E. Kim, Chenyu Gao, Karthik Ramadass 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
Quantifying the Efficacy of Deep Learning-Driven Deformable Registration in Multiplexed-Immunofluorescence Imaging for Nucleus Subtype Classification.42781412 · Rudravaram, Gaurav, Bao, Shunxing, Remedios, Lucas W et al.2026 · 0 citationsThe journal of machine learning for biomedical imaging. 2026;2026:186-199
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
An Artifact-based Agent Framework for Adaptive and Reproducible Medical Image Processing2604.21936v1 · Lianrui Zuo, Yihao Liu, Gaurav Rudravaram 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
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
Modeling a Shared Reality of Tractography through Varied Structural Imaging.41757064 · Schwartz, Trent M, McMaster, Elyssa M, Rudravaram, Gaurav et al.2026 · 0 citationsbioRxiv : the preprint server for biology. 2026
Analytic Bounds on GAMLSS Model Variability of Normative White Matter Brain Charts.41659596 · Kim, Michael E, Rudravaram, Gaurav, Saunders, Adam et al.2026 · 0 citationsbioRxiv : the preprint server for biology. 2026
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
DeepFixel: Crossing white matter fiber identification through spherical convolutional neural networks.42182081 · Saunders, Adam M, Remedios, Lucas W, McMaster, Elyssa M et al.2026 · 0 citationsProceedings of SPIE--the International Society for Optical Engineering. 2026;13929
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
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
Lifespan Pancreas Morphology for Control Versus Type 2 Diabetes Using AI on Largescale Clinical Imaging.41556492 · Remedios, Lucas W, Cho, Chloe, Schwartz, Trent M et al.2026 · 1 citationClinical anatomy (New York, N.Y.). 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
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
EVALUATION OF NEUROCOMBAT AND DEEP LEARNING HARMONIZATION FOR MULTI-SITE MAGNETIC RESONANCE NEUROIMAGING IN YOUTH WITH PRENATAL ALCOHOL EXPOSURE.42583342 · Scholten, Chloe, McMaster, Elyssa M, Saunders, Adam M et al.2026 · 0 citationsProceedings. IEEE International Symposium on Biomedical Imaging. 2026;2026
Quality assurance of the Federal Interagency Traumatic Brain Injury Research (FITBIR) database for multi-site MRI analysis2512.03202v2 · Adam M. Saunders, Michael E. Kim, Gaurav Rudravaram 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
Data-driven abdominal phenotypes of type 2 diabetes in lean, overweight, and obese cohorts from computed tomography.41427059 · Remedios, Lucas W, Cho, Chloe, Schwartz, Trent M et al.2025 · 1 citationJournal of medical imaging (Bellingham, Wash.). 2025;12(6):064006
Sensitivity of quantitative diffusion MRI tractography and microstructure to anisotropic spatial sampling.41057117 · McMaster, Elyssa M, Newlin, Nancy R, Cho, Chloe et al.2025 · 3 citationsMagnetic resonance imaging. 2025;124:110539
Lifespan Trajectories of Asymmetry in White Matter Tracts.41256533 · Kanakaraj, Praitayini, Bogdanov, Sam, Kim, Michael E et al.2026 · 3 citationsbioRxiv : the preprint server for biology. 2025
Lifespan Pancreas Morphology for Control vs Type 2 Diabetes using AI on Largescale Clinical Imaging2508.14878v1 · Lucas W. Remedios, Chloe Cho, Trent M. Schwartz et al.2025 · 0 citationsarXiv
Data-Driven Abdominal Phenotypes of Type 2 Diabetes in Lean, Overweight, and Obese Cohorts2508.11063v1 · Lucas W. Remedios, Chloe Cho, Trent M. Schwartz et al.2025 · 1 citationarXiv
Scalable quality control on processing of large diffusion-weighted and structural magnetic resonance imaging datasets.40748971 · Kim, Michael E, Gao, Chenyu, Newlin, Nancy R et al.2025 · 4 citationsPloS one. 2025;20(8):e0327388
White matter microstructure and macrostructure brain charts across the human lifespan.40654938 · Kim, Michael E, Gao, Chenyu, Ramadass, Karthik et al.2026 · 14 citationsbioRxiv : the preprint server for biology. 2025
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
CASC-AI: Consensus-aware Self-corrective Learning for Noise Cell Segmentation2502.07302v2 · Ruining Deng, Yihe Yang, David J. Pisapia et al.2025 · 0 citationsarXiv
A 4D atlas of diffusion-informed spatial smoothing windows for BOLD signal in white matter.40370411 · Saunders, Adam M, Rudravaram, Gaurav, Newlin, Nancy R et al.2026 · 0 citationsProceedings of SPIE--the International Society for Optical Engineering. 2025;13406
Identifying Cellular Neighborhood Phenotypes Differentiating Normal and Quiescent Crohn's Disease via MxIF.41323935 · Rudravaram, Gaurav, Bao, Shunxing, Krishnan, Aravind R et al.2026 · 0 citationsProceedings of SPIE--the International Society for Optical Engineering. 2025;13413
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
Scalable, reproducible, and cost-effective processing of large-scale medical imaging datasets.41450588 · Kim, Michael E, Ramadass, Karthik, Gao, Chenyu et al.2026 · 11 citationsProceedings of SPIE--the International Society for Optical Engineering. 2025;13411
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
Harmonized connectome resampling for variance in voxel sizes.39130197 · McMaster, Elyssa M, Newlin, Nancy R, Rudravaram, Gaurav et al.2026 · 6 citationsArXiv. 2024
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
Career total: 57 works. 47 are in this corpus.
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