ZaixuCui/pncSingleFuncParcel

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MATLAB
Created about 5 years ago
Updated over 4 years ago

ZaixuCui/pncSingleFuncParcel

ZaixuCui

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Codes for the project "development of functional topography"

Pattern_Regression

Codes for our paper on NeuroImage - comparison of pattern regression algorithms and evaluation of sample size impact.

Pattern_Regression_Matlab

Matlab codes for support vector regression (SVR) and revelance vector regression (RVR) analysis with cross validation to evaluate the prediction power.

Pattern_Regression_Clean

Codes for pattern regression with detailed manual

PANDA

Pipeline software "Pipeline for Analyzing braiN Diffusion imAges" for processing diffusion MRI data.

HBM_Dyslexia_Classification

Matlab codes for our paper on Human Brain Mapping. Nested linear SVM & logistic classification (inner cross validation for P threshold selection, outer cross validation for classifier evaluation).

Pattern_Classification

Matlab codes of pattern classification algorithms (e.g., SVC, logistic regression, MLDA) for analyzing brain imaging data.

pncControlEnergy

The scripts of control energy analysis on pnc dataset (1st revision)

CC_Reading_Prediction

Codes of our paper on Cerebral Cortex. Python/Matlab functions and scripts for elastic-net prediction (both 3F-CV and A-Predict-B) with inner 3F-CVs for parameter selection.

Function_Connectivity

Matlab code for calculating functional connectivity.

pncsinglefuncparcel_psychopathology

Codes for the project "Linking Individual Differences in Personalized Functional Network Topography to Psychopathology in Youth"