T
Tara M. Madhyastha
Researcher at University of Washington
Publications - 51
Citations - 1560
Tara M. Madhyastha is an academic researcher from University of Washington. The author has contributed to research in topics: Resting state fMRI & Cognition. The author has an hindex of 21, co-authored 50 publications receiving 1246 citations. Previous affiliations of Tara M. Madhyastha include University of Washington Medical Center.
Papers
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Journal ArticleDOI
Time Curves: Folding Time to Visualize Patterns of Temporal Evolution in Data
Benjamin Bach,Conglei Shi,Nicolas Heulot,Tara M. Madhyastha,Thomas J. Grabowski,Pierre Dragicevic +5 more
TL;DR: It is illustrated how time curves can visually reveal informative patterns in a range of different datasets.
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Evaluation of Field Map and Nonlinear Registration Methods for Correction of Susceptibility Artifacts in Diffusion MRI.
Sijia Wang,Sijia Wang,Daniel J. Peterson,J. C. Gatenby,Wenbin Li,Thomas J. Grabowski,Tara M. Madhyastha +6 more
TL;DR: In both data sets, nonlinear registration provided higher test-retest reliability of the output fractional anisotropy (FA) maps than field map-based unwarping, even when accounting for the effect of interpolation on the smoothness of the images.
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Small MultiPiles: Piling Time to Explore Temporal Patterns in Dynamic Networks
Benjamin Bach,Nathalie Henry-Riche,Tim Dwyer,Tara M. Madhyastha,J-D. Fekete,Thomas J. Grabowski +5 more
TL;DR: The piling metaphor and associated interaction and visual encodings allowed neuroscientists to explore their data, prior to a statistical analysis, and detected high‐level temporal patterns in individual networks and this helped them to formulate and reject several hypotheses.
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The association between higher order abilities, processing speed, and age are variably mediated by white matter integrity during typical aging.
Paul R. Borghesani,Tara M. Madhyastha,Elizabeth Aylward,Maya A. Reiter,Bruce R. Swarny,K. Warner Schaie,Sherry L. Willis +6 more
TL;DR: It is shown that WM integrity in select cerebral regions is associated with higher cognitive abilities and accounts variance not accounted for by PS or age, and while FA is selectively associated with PS; while MD, AD and RD are associated with reasoning, flexibility and PS.
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Reliability and statistical power analysis of cortical and subcortical FreeSurfer metrics in a large sample of healthy elderly
Franziskus Liem,Susan Mérillat,Ladina Bezzola,Sarah Hirsiger,Michel Philipp,Tara M. Madhyastha,Lutz Jäncke +6 more
TL;DR: This work investigates reliability and statistical power of cortical thickness, surface area, volume, and the volume of subcortical structures in a large sample of healthy elderly subjects (64+ years) and publicly provides a tool to perform a priori power analysis and sensitivity analysis to help evaluate previously published studies and to design future studies with sufficient statistical power.