Discover ZaixuCui/HBM_Dyslexia_Classification Open Source project

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Language
MATLAB
Created almost 9 years ago
Updated over 6 years ago

ZaixuCui

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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_Regression

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

Python

Pattern_Regression_Matlab

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

MATLAB

pncSingleFuncParcel

Codes for the project "development of functional topography"

MATLAB

Pattern_Regression_Clean

Codes for pattern regression with detailed manual

Python

PANDA

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

MATLAB

Pattern_Classification

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

MATLAB

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.

Python

Function_Connectivity

Matlab code for calculating functional connectivity.

MATLAB

pncsinglefuncparcel_psychopathology

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

ZaixuCui/HBM_Dyslexia_Classification

ZaixuCui

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