Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

add Clinica and ClinicaDL #114

Open
stebo85 opened this issue Mar 30, 2022 · 0 comments
Open

add Clinica and ClinicaDL #114

stebo85 opened this issue Mar 30, 2022 · 0 comments

Comments

@stebo85
Copy link
Contributor

stebo85 commented Mar 30, 2022

https://github.com/aramis-lab/clinica

Clinica is a software platform for clinical research studies involving patients with neurological and psychiatric diseases and the acquisition of multimodal data (neuroimaging, clinical and cognitive evaluations, genetics...), most often with longitudinal follow-up.

Clinica is command-line driven and written in Python. It uses the Nipype system for pipelining and combines widely-used software packages for neuroimaging data analysis (ANTs, FreeSurfer, FSL, MRtrix, PETPVC, SPM), machine learning (Scikit-learn) and the BIDS standard for data organization.

https://clinicadl.readthedocs.io/en/latest/
ClinicaDL is the deep learning extension of Clinica, an open-source Python library for neuroimaging preprocessing and analysis. This library was developed from the AD-DL project, a GitHub repository hosting the source code of a scientific publication on the deep learning classification of brain images in the context of Alzheimer's disease. This is why some functions (label definition and data set restriction) of ClinicaDL are still specific to Alzheimer's disease context. For more information on this clinical context, please refer to our tutorial.

Clinica provides tools to convert publicly available neuroimaging datasets into BIDS, namely:

@stebo85 stebo85 added this to Test Mar 30, 2022
@stebo85 stebo85 moved this to Todo in Test Mar 30, 2022
@stebo85 stebo85 moved this to New tools in NeuroDesk Oct 23, 2022
@stebo85 stebo85 moved this to Waiting on volunteer in NeuroDesk Oct 23, 2022
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
Status: External volunteer needed
Status: Todo
Development

No branches or pull requests

1 participant