https://github.com/easylearn-fmri/easylearn_dev
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 psychiatric diseases or other diseases, disease mechanism exploration and etc.
https://github.com/easylearn-fmri/easylearn_dev
deep-learning graphic-user-interface machine-learning neuroimaging radiomics resting-state-fmri
Last synced: 3 months ago
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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 biomarker-based disease diagnosis and prediction, treatment response prediction, disease subtyping, dimensional decoding for transdiagnostic psychiatric diseases or other diseases, disease mechanism exploration and etc.
- Host: GitHub
- URL: https://github.com/easylearn-fmri/easylearn_dev
- Owner: easylearn-fmri
- Created: 2020-03-02T15:23:17.000Z (over 6 years ago)
- Default Branch: master
- Last Pushed: 2023-03-10T02:39:57.000Z (over 3 years ago)
- Last Synced: 2025-12-17T03:49:37.680Z (6 months ago)
- Topics: deep-learning, graphic-user-interface, machine-learning, neuroimaging, radiomics, resting-state-fmri
- Language: Python
- Homepage:
- Size: 556 MB
- Stars: 38
- Watchers: 3
- Forks: 15
- Open Issues: 1