Bayesian structural equation modeling for data from multiple cohorts

no code implementations • 22 Dec 2020 • Khue-Dung Dang, Louise M. Ryan, Tugba Akkaya-Hocagil, Richard J. Cook, Gale A. Richardson, Nancy L. Day, Claire D. Coles, Heather Carmichael Olson, Sandra W. Jacobson, Joseph L. Jacobson

In this paper we show how a Bayesian approach can be used to fit a multi-group multi-level structural model that maps cognition to a broad range of observed variables measured at multiple ages.

Applications

Fast Infant MRI Skullstripping with Multiview 2D Convolutional Neural Networks

no code implementations • 27 Apr 2019 • Amod Jog, P. Ellen Grant, Joseph L. Jacobson, Andre van der Kouwe, Ernesta M. Meintjes, Bruce Fischl, Lilla Zöllei

The three probabilistic segmentations in the three views are linearly fused and thresholded to produce a final brain mask.

Brain Segmentation