pradlanka / maliniLinks
Machine Learning in NeuroImaging (MALINI) is a MATLAB-based toolbox used for feature extraction and disease classification using resting state functional magnetic resonance imaging (rs-fMRI) data. 18 different popular classifiers are presented. With slight modifications, it can also be used for any classification problem using any set of feature…
☆23Updated 5 years ago
Alternatives and similar repositories for malini
Users that are interested in malini are comparing it to the libraries listed below
Sorting:
- Fusion ICA Toolbox (MATLAB)☆36Updated 2 months ago
- predicting fmri activaties from connectome☆16Updated 6 years ago
- Brain decoding using graph convolutional network on fMRI time-series☆40Updated 5 years ago
- resting-state fmri tools☆33Updated 4 years ago
- Group ICA/IVA software (MATLAB)☆92Updated last week
- Plot an interactive circular graph to illustrate connections in a network in MATLAB.☆60Updated 3 years ago
- ☆40Updated 4 years ago
- Code for processing and analysis of resting state fMRI☆50Updated 5 years ago
- Codes for pattern regression with detailed manual☆21Updated 3 years ago
- demo code edge-centric functional connectivity (eFC); Faskowitz et al. (2020)☆39Updated 4 years ago
- graph theory analysis of fMRI data☆15Updated 7 years ago
- ☆22Updated 2 years ago
- Collection of Matlab functions for denoising fMRI data☆13Updated 4 years ago
- A Graph-theoretical Network Analysis Toolkit in MATLAB☆79Updated 6 years ago
- Codes for dynamic functional connectivity on task and resting fMRI.☆16Updated 5 years ago
- Dynamic brain connectome analysis toolbox☆14Updated 2 years ago
- Implementation of deep learning models in decoding fMRI/EEG data in a context of semantic processing☆25Updated 2 years ago
- MATLAB example using deep learning to classify chronological age from brain MRI images☆38Updated 7 months ago
- The fmriprep tutorial@2020 by Qing Wang (Vincent).☆13Updated 4 years ago
- Minimal scripts available for predictions on multiple datasets☆51Updated 6 years ago
- Multi-Voxel Pattern Analysis (whole-brain searchlight) using Support Vector Machine Classification & Regression☆18Updated 8 years ago
- ☆29Updated 2 years ago
- ☆17Updated 3 weeks ago
- U fiber analysis: a toolbox for automated quantification of U-fibers and white matter hyperintensities☆10Updated 9 months ago
- ☆16Updated 7 months ago
- A collection of workshop materials.☆33Updated 6 years ago
- Repo for Brain Networks course☆35Updated 6 years ago
- Temporal Stability of Modular Brain Network Organization - and its Relationship with Individual Differences (e.g., in General Intelligen…☆12Updated 6 years ago
- A Python implementation of the brain connectivity toolbox. **Not actively maintained.**☆34Updated 3 years ago
- A dynamic connectome mapping module in python.☆109Updated 2 years ago