ZaixuCui / 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).
☆9Updated 6 years ago
Related projects: ⓘ
- Codes for pattern regression with detailed manual☆18Updated 2 years ago
- Development of an fMRI reliability toolbox: fmreli☆11Updated last year
- MATLAB toolbox implementing template independent component analysis☆11Updated 4 years ago
- Displays regional stats on Freesurfer surfaces in MATLAB☆15Updated 4 years ago
- ☆10Updated this week
- Script-framework using FSL, Freesurfer and AFNI functionality for automatization and high-throughput processing of MRI data in clustered …☆32Updated 7 years ago
- ☆14Updated last year
- Pipelines and tools for MRI analysis☆12Updated last year
- NeuroElf (MATLAB)☆15Updated last year
- NMF Code for calculating components from Brain imaging data.☆16Updated 2 years ago
- Codes for our paper on NeuroImage - comparison of pattern regression algorithms and evaluation of sample size impact.☆22Updated 4 years ago
- Enhancements of HCP Pipelines for non-human primates☆23Updated 2 years ago
- Functional Analysis with Random Forests☆19Updated 9 months ago
- Brain Connectivity Analysis on FMRi data in a memory task performed at Baycrest Hospital☆10Updated 4 years ago
- ADNI resting-state fMRI analysis scripts☆13Updated 9 years ago
- Quickly and easily create 2d and 3d plots of fMRI data (using MATLAB).☆9Updated 7 years ago
- GNU Octave library for connectivity analysis in large fMRI datasets☆27Updated last year
- Matlab functions for flexible plotting of intracranial or fMRI data on 3D brain models☆13Updated 4 years ago
- https://doi.org/10.1101/2021.02.22.432228☆9Updated 2 years ago
- Schedule and resources from the OHBM Open Science Room: Singapore 2018☆19Updated 6 years ago
- BigBrainWarp☆20Updated 2 months ago
- Coordinate-based meta-analysis for neuroimaging using Multilevel Kernel Density Analysis and various other statistical tools (chi-square,…☆20Updated 7 months ago
- SPM Cluster Size Threshold estimation☆13Updated last year
- Subtype and Stage Inference [Young+, Nature Communications 2018]☆11Updated 3 years ago
- The code to generate individualize state-specific node-level parcellations. For the original paper, see Salehi et al., "There is no singl…☆9Updated 5 years ago
- BRAinNetome fMRI Toolkit -- MATLAB scripts/GUIs for fMRI data pre-/post-processes☆15Updated 3 years ago
- Network Modification Tool☆14Updated 4 months ago
- NIMH Macaque Template☆18Updated 3 years ago
- Codes and datasets for "Interpreting machine learning models in neuroimaging: a unified framework"☆28Updated 4 years ago
- Multi-Voxel Pattern Analysis (whole-brain searchlight) using Support Vector Machine Classification & Regression☆18Updated 7 years ago