Improving human cortical sulcal curve labeling in large scale cross-sectional MRI using deep neural networks.

Journal: Journal of neuroscience methods
Published Date: Jun 12, 2019

Abstract

BACKGROUND: Human cortical primary sulci are relatively stable landmarks and commonly observed across the population. Despite their stability, the primary sulci exhibit phenotypic variability.

Authors

  • Prasanna Parvathaneni
  • Vishwesh Nath
    Computer Science, Vanderbilt University, Nashville, TN, USA.
  • Maureen McHugo
    Department of Psychiatry and Behavioral Science, Vanderbilt Universitay, Nashville, TN, USA.
  • Yuankai Huo
    Vanderbilt University, Nashville, TN 37212, USA.
  • Susan M Resnick
    Laboratory of Behavioral Neuroscience, National Institute on Aging, National Institutes of Health, Baltimore, MD, USA.
  • Neil D Woodward
    Department of Psychiatry and Behavioral Science, Vanderbilt Universitay, Nashville, TN, USA.
  • Bennett A Landman
    Vanderbilt University, Nashville TN 37235, USA.
  • Ilwoo Lyu
    Computer Science, Vanderbilt Universitay, Nashville, TN, USA. Electronic address: lwoo.Lyu@vanderbilt.edu.

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