EM
Elyssa M. McMaster
eess.IVTractographycs.AIdiffusion MRIDiffusion MRIHarmonizationq-bio.QMT1-weighted MRIcs.LGBrain
On Valency
published · living versionsW_wyrcf6u8·v1 · currentpublished
Neural fields for adaptive white matter microstructural modeling
with Adam M. Saunders, Gaurav Rudravaram, Michael E. Kim, Trent Schwartz +4
1 version
Preprints & journals
24 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
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
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
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
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
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
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
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
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
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
The Medical Segmentation Decathlon without a Doctorate.41450847 · Samir, Jessica, Ramadass, Karthik, Saunders, Adam M et al.2026 · 1 citationProceedings of SPIE--the International Society for Optical Engineering. 2025;13410
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
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
Harmonized connectome resampling for variance in voxel sizes.39130197 · McMaster, Elyssa M, Newlin, Nancy R, Rudravaram, Gaurav et al.2026 · 6 citationsArXiv. 2024
Career total: 26 works. 24 are in this corpus.
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.