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NeuroInfer and Database update #10

Open davidecrc opened 3 days ago

davidecrc commented 3 days ago

Title

NeuroInfer and Database update

Leaders

Davide Coraci

Collaborators

Matteo Lionello Sara Mazzucato

Brainhack Global 2024 Event

Brainhack Lucca

Project Description

NeuroInfer (NI) is a software to support neuroscientists' inference on fMRI data. It implements a Bayesian approach and it is currently based on a dataset of more than 14,000 fMRI studies (shared with NeuroSynth). The aim of the project is to update the database and, in particular, define a pipeline for extracting relevant information from the texts of fMRI studies (i.e., terms and coordinates of brain activation).

Link to project repository/sources

https://github.com/davidecrc/neuroinfer_brainhack24

Goals for Brainhack Global

Good first issues

  1. Check the current version of the NeuroInfer software
  2. Brainstorming and discussion
  3. Definition of a general flowchart with the main steps of the processing of texts
  4. Pipeline development
  5. Implementation and test of different pipelines
  6. Final assessment

Communication channels

https://github.com/davidecrc/neuroinfer_brainhack24 https://github.com/davidecrc/neuroinfer_brainhack23

Skills

Python (basics) Experience with API would be cool!

Onboarding documentation

No response

What will participants learn?

No response

Data to use

The project will be based on data from https://github.com/davidecrc/neuroinfer_brainhack23

Number of collaborators

1-3

Credit to collaborators

No response

Image

neuroinfer

Type

data_management, method_development, pipeline_development

Development status

1_basic structure

Topic

bayesian_approaches, reproducible_scientific_methods

Tools

Jupyter, other

Programming language

Python, shell_scripting

Modalities

fMRI

Git skills

0_no_git_skills

Anything else?

No response

Things to do after the project is submitted and ready to review.

StanSStanman commented 1 day ago

Hi @davidecrc, your project has been successfully added to the BHL 2024 website! 🎉 See you soon! Ruggero