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Open Source Science

https://github.com/agahkarakuzu/mriscope

A futuristic article.

https://github.com/agahkarakuzu/mriscope

Science Score: 57.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ✓
    DOI references
    Found 3 DOI reference(s) in README
  • ○
    Academic publication links
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    Institutional organization owner
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    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (1.9%) to scientific vocabulary
Last synced: 7 months ago · JSON representation ·

Repository

A futuristic article.

Basic Info
  • Host: GitHub
  • Owner: agahkarakuzu
  • License: gpl-3.0
  • Language: Jupyter Notebook
  • Default Branch: main
  • Size: 14.3 MB
Statistics
  • Stars: 0
  • Watchers: 1
  • Forks: 1
  • Open Issues: 0
  • Releases: 0
Created over 2 years ago · Last pushed 9 months ago
Metadata Files
Readme License Citation

README.md

Leveraging Large Language Models for Interactive Exploration of MRI Research Reproducibility: A Self-Evolving Review

DOI

Owner

  • Name: Agah
  • Login: agahkarakuzu
  • Kind: user
  • Location: Montreal
  • Company: @neuropoly @qMRLab @neurolibre

Citation (CITATION.cff) 

cff-version: "1.2.0"
authors:
- family-names: Karakuzu
  given-names: Agah
  orcid: "https://orcid.org/0000-0001-7283-271X"
- family-names: Boudreau
  given-names: Mathieu
  orcid: "https://orcid.org/0000-0002-7726-4456"
- family-names: Stikov
  given-names: Nikola
  orcid: "https://orcid.org/0000-0002-8480-5230"
doi: 10.55458
message: To reference this work, please cite our reproducible preprint
  in NeuroLibre.
preferred-citation:
  authors:
  - family-names: Karakuzu
    given-names: Agah
    orcid: "https://orcid.org/0000-0001-7283-271X"
  - family-names: Boudreau
    given-names: Mathieu
    orcid: "https://orcid.org/0000-0002-7726-4456"
  - family-names: Stikov
    given-names: Nikola
    orcid: "https://orcid.org/0000-0002-8480-5230"
  date-published: 2025-06-19
  doi: 10.55458/neurolibre.00021
  journal: NeuroLibre Reproducible Preprints
  publisher:
    name: NeuroLibre
  start: 21
  title: "Leveraging Large Language Models for Interactive Exploration
    of MRI Research Reproducibility: A Self-Evolving Review"
  type: preprint
  url: "https://neurolibre.org/papers/10.55458/neurolibre.00021"
title: "Leveraging Large Language Models for Interactive Exploration of
  MRI Research Reproducibility: A Self-Evolving Review"

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Dependencies

binder/requirements.txt pypi
  • Jinja2 ==3.1.2
  • Pillow ==10.1.0
  • Scrapy ==2.11.0
  • datashader ==0.15.2
  • holoviews ==1.17.1
  • jupyter-book ==0.15.1
  • matplotlib ==3.7.3
  • numpy ==1.23.4
  • openai ==1.3.5
  • pandas ==1.5.1
  • plotly ==5.11.0
  • python-dotenv ==1.0.0
  • repo2data ==2.9.1
  • scipy ==1.10.1
  • thefuzz ==0.20.0
  • tiktoken *
  • umap ==0.1.1
  • umap-learn ==0.5.5
  • wordcloud ==1.9.2