Author

Elyssa M. McMaster

3 papers indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Preprint Oct 2026

Neural fields for adaptive white matter microstructural modeling

Diffusion magnetic resonance imaging (MRI) is sensitive to the micron-level diffusion motion of water molecules, allowing in vivo characterization of white matter architecture in the brain. Microstructural models like diffusion tensors or the Standard Model are typically fit independently on each voxel, limiting their...

Adam M. Saunders, G. Rudravaram, Elyssa M. McMaster et al. · 0 citations

Preprint Oct 2026

Separating mixtures of single-fiber orientation distributions for increased sensitivity to crossing white matter fibers

Intro: Diffusion MRI allows for in vivo probing of brain tissue architecture via micron-level diffusion aggregated at the millimeter scale, but crossing white matter fibers decrease the sensitivity of downstream tasks such as microstructural modeling and tractography. Current fixel-based methods for identifying the num...

Adam M. Saunders, G. Rudravaram, Michael E. Kim et al. · 0 citations

#artificial intelligence Preprint Oct 2026

Generalizable field of view extension for diffusion MRI via conditional flow matching

Incomplete field-of-view (FOV) diffusion MRI (dMRI) acquisitions compromise whole-brain white matter analysis by excluding brain regions from tractography and connectivity studies. While deep generative models for dMRI FOV extension have been proposed, their generalizability remains limited by the acquisition-dependent...

G. Rudravaram, L. Zuo, Ema Topolnjak et al. · 0 citations