MS thesis project using GAMM and elastic net regression to predict quality of life in young adulthood from individual differences in adolescent neurocognitive development
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Updated
Jul 15, 2022 - R
MS thesis project using GAMM and elastic net regression to predict quality of life in young adulthood from individual differences in adolescent neurocognitive development
R routines for Principal Components Analysis, followed by regression and visualization plot.
Given a brain coordinate or cluster in MNI305 space, compute MNI152 and Talairach coordinates and find the closest brain regions.
An alternative R package for advanced normalization tools (ANTs)
tools for working with a variety of neuroimaging atlases
Survey on Open Science Practices in Functional Neuroimaging. Dataset and Materials.
Example dataset for neuroCombat in R
BFMeta program
R data structures and function for fMRI-focused neuroimaging analysis
Code for simulation studies and UK Biobank application in paper 'Bayesian Lesion Estimation with a Structured Spike-and-Slab Prior'
Materials and source code for my MSc thesis: "Studying Network Variants With Electroencephalography"
Codes for "A Spatial Bayesian Semiparametric Mixture Model for Positive Definite Matrices with Applications to Diffusion Tensor Imaging" Copyright (C) 2018 Zhou Lan (zlan@ncsu.edu) - All Rights Reserved
Convenience functions for the LNCD. Includes db query, data processing, modeling, and visualizing
tacmagic: PET Analysis in R
ModelArray: an R package for statistical analysis of fixel-wise data and beyond
R implementation of registration fusion method for MNI152 - 305 mapping.
coldcuts is an R package to automatically generate and plot segmentation drawings in R
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