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The Top 23 Machine Learning Neuroimaging Open Source Projects

Open source projects categorized as Machine Learning Neuroimaging
Categories > Machine Learning > Machine Learning
Categories > Machine Learning > Neuroimaging
Mne Python ⭐ 2,449
MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
dependent packages 187total releases 76most recent commit 3 months agopypi mne} Downloads
Dltk ⭐ 1,293
Deep Learning Toolkit for Medical Image Analysis
most recent commit 2 years ago
Nilearn ⭐ 1,076
Machine learning for NeuroImaging in Python
most recent commit 3 months ago
Dipy ⭐ 647
DIPY is the paragon 3D/4D+ imaging library in Python. Contains generic methods for spatial normalization, signal processing, machine learning, statistical analysis and visualization of medical images. Additionally, it contains specialized methods for computational anatomy including diffusion, perfusion and structural imaging.
most recent commit 3 months ago
Brainiak ⭐ 315
Brain Imaging Analysis Kit
total releases 15most recent commit 5 months ago
Mriqc ⭐ 275
Automated Quality Control and visual reports for Quality Assessment of structural (T1w, T2w) and functional MRI of the brain
dependent packages 1total releases 104most recent commit 18 days agopypi mriqc} Downloads
Clinica ⭐ 201
Software platform for clinical neuroimaging studies
dependent packages 1total releases 36most recent commit 3 months agopypi clinica} Downloads
Nobrainer ⭐ 139
A framework for developing neural network models for 3D image processing.
total releases 16most recent commit 4 months ago
Canlabcore ⭐ 135
Core tools required for running Canlab Matlab toolboxes. The heart of this toolbox is object-oriented tools that enable interactive analysis of neuroimaging data and simple scripts using high-level commands tailored to neuroimaging analysis.
most recent commit 3 months ago
Neuropredict ⭐ 99
Easy and comprehensive assessment of predictive power, with support for neuroimaging features
total releases 24most recent commit 6 months ago
Micaopen ⭐ 58
Open Scripts and pipelines from the Multimodal Imaging and Connectome Analysis Lab at the Montreal Neurological Institute
most recent commit 3 months ago
Confounds ⭐ 35
Conquering confounds and covariates in machine learning
dependent packages 1total releases 6most recent commit a year agopypi confounds} Downloads
Actflowtoolbox ⭐ 29
The Brain Activity Flow ("Actflow") Toolbox. Tools to quantify the relationship between connectivity and task activity through network simulations and machine learning prediction. Helps determine how connections contribute to specific brain functions.
total releases 7most recent commit 4 months ago
Graynet ⭐ 28
Subject-wise networks from structural MRI, both vertex- and voxel-wise features (thickness, GM density, curvature, gyrification)
total releases 25most recent commit a year ago
Awesome Medical Imaging ⭐ 26
Awesome list of software that I use to do research in medical imaging.
most recent commit 4 years ago
Ad Ml ⭐ 25
Framework for the reproducible classification of Alzheimer's disease using machine learning
most recent commit 2 years ago
Braph 2 ⭐ 24
BRAPH 2.0 is a comprehensive software package for the analysis and visualization of brain connectivity data, offering flexible customization, rich visualization capabilities, and a platform for collaboration in neuroscience research.
most recent commit 3 months ago
Pyradigm ⭐ 24
Research data management in biomedical and machine learning applications
dependent packages 4total releases 21most recent commit a year agopypi pyradigm} Downloads
Mvpalab ⭐ 22
An easy to use decoding toolbox for Matlab users.
most recent commit 7 months ago
Easylearn_dev ⭐ 20
Easylearn is designed for machine learning mainly in resting-state fMRI, radiomics and other fields (such as EEG). Easylearn is built on top of scikit-learn, pytorch and other packages. Easylearn can assist doctors and researchers who have limited coding experience to easily realize machine learning, e.g., (MR/CT/PET/EEG)imaging-marker- or other biomarker-based disease diagnosis and prediction, treatment response prediction, disease subtyping, dimensional decoding for transdiagnostic psychiatri
most recent commit 3 years ago
Brainmage ⭐ 20
Brain extraction in presence of abnormalities, using single and multiple MRI modalities
most recent commit 2 years ago
Neuroml2020 ⭐ 20
Machine Learning in Neuroimaging data, Fall 2020.
most recent commit 2 years ago
Nbs Predict ⭐ 19
A prediction-based extension of network-based statistics.
most recent commit 8 months ago
The 6 Most Depended On Machine Learning Neuroimaging Open Source Projects
Mne Python ⭐ 2,449
MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
dependent packages 187total releases 76latest release November 20, 2023most recent commit 3 months agopypi mne} Downloads
Pyradigm ⭐ 24
Research data management in biomedical and machine learning applications
dependent packages 4total releases 21latest release July 22, 2020most recent commit a year agopypi pyradigm} Downloads
Clinica ⭐ 201
Software platform for clinical neuroimaging studies
dependent packages 1total releases 36latest release September 08, 2023most recent commit 3 months agopypi clinica} Downloads
Confounds ⭐ 35
Conquering confounds and covariates in machine learning
dependent packages 1total releases 6latest release March 07, 2022most recent commit a year agopypi confounds} Downloads
Hiwenet ⭐ 9
Histogram-weighted Networks for Connectivity & Advanced Analysis in Neuroscience
dependent packages 1total releases 20latest release July 14, 2022most recent commit 2 years agopypi hiwenet} Downloads
Mriqc ⭐ 275
Automated Quality Control and visual reports for Quality Assessment of structural (T1w, T2w) and functional MRI of the brain
dependent packages 1total releases 104latest release June 14, 2023most recent commit 18 days agopypi mriqc} Downloads
The 10 Latest Releases In Machine Learning Neuroimaging Open Source Projects
Mne Python ⭐ 2,449
MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
dependent packages 187total releases 76latest release November 20, 2023most recent commit 3 months agopypi mne} Downloads
Nobrainer ⭐ 139
A framework for developing neural network models for 3D image processing.
total releases 16latest release October 07, 2023most recent commit 4 months ago
Clinica ⭐ 201
Software platform for clinical neuroimaging studies
dependent packages 1total releases 36latest release September 08, 2023most recent commit 3 months agopypi clinica} Downloads
Mriqc ⭐ 275
Automated Quality Control and visual reports for Quality Assessment of structural (T1w, T2w) and functional MRI of the brain
dependent packages 1total releases 104latest release June 14, 2023most recent commit 18 days agopypi mriqc} Downloads
Hiwenet ⭐ 9
Histogram-weighted Networks for Connectivity & Advanced Analysis in Neuroscience
dependent packages 1total releases 20latest release July 14, 2022most recent commit 2 years agopypi hiwenet} Downloads
Confounds ⭐ 35
Conquering confounds and covariates in machine learning
dependent packages 1total releases 6latest release March 07, 2022most recent commit a year agopypi confounds} Downloads
Brainiak ⭐ 315
Brain Imaging Analysis Kit
total releases 15latest release October 15, 2020most recent commit 5 months ago
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