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resting-state-fmri

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brainhack-school2020 / abide-fmri

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Repository for the Brainhack School 2020 team working with fMRI and ABIDE data to train machine learning models.

plotly cross-validation reproducible-science project-management autism fmri jupyter-notebooks nilearn scikitlearn-machine-learning leave-one-out-cross-validation abide-data kfold-cross-validation resting-state-fmri preparation-script cv-classifier brainhack-school support-vector-classification group-kfold-cross-validation
  • Updated Oct 10, 2024
  • Jupyter Notebook

easylearn-fmri / easylearn_dev

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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…

machine-learning deep-learning neuroimaging radiomics graphic-user-interface resting-state-fmri
  • Updated Mar 10, 2023
  • Python

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