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MIT Critical Data

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  1. join-request join-request Public

    Request access to join the Criticaldata GitHub organization

  2. ShortKit-ML ShortKit-ML Public

    A unified framework to detect, benchmark, and mitigate shortcut learning in machine learning models across medical imaging and beyond.

    Python 18 1

Repositories

Showing 10 of 19 repositories
  • benchmaxxing Public

    How AI agents cheat together, and how to catch them: shortcut cascades and referee oversight in clinical AI. MICCAI 2026.

    criticaldata/benchmaxxing's past year of commit activity
    Python 3 MIT 2 1 7 Updated Oct 31, 2026
  • ShortKit-ML Public

    A unified framework to detect, benchmark, and mitigate shortcut learning in machine learning models across medical imaging and beyond.

    criticaldata/ShortKit-ML's past year of commit activity
    Python 18 MIT 1 1 0 Updated Oct 30, 2026
  • agoraworkshop Public

    AGORA Phase 0 — a controlled, replayable multi-agent workshop research instrument

    criticaldata/agoraworkshop's past year of commit activity
    TypeScript 3 0 0 4 Updated Oct 30, 2026
  • dojo Public

    An open, community-driven platform for continuous adversarial evaluation of clinical AI, led by MIT Critical Data.

    criticaldata/dojo's past year of commit activity
    HTML 2 MIT 0 0 0 Updated Oct 14, 2026
  • bodhi Public

    Bridging, Open, Discerning, Humble, Inquiring

    criticaldata/bodhi's past year of commit activity
    HTML 3 MIT 0 0 0 Updated Oct 14, 2026
  • omics-bias Public
    criticaldata/omics-bias's past year of commit activity
    Python 0 0 0 0 Updated Oct 13, 2026
  • website-dublin Public

    Datathon MIT Critical Data Dublin - Ireland

    criticaldata/website-dublin's past year of commit activity
    TypeScript 0 0 0 0 Updated Sep 25, 2026
  • MRI-LMICs-survey Public
    criticaldata/MRI-LMICs-survey's past year of commit activity
    Python 0 0 0 2 Updated Sep 23, 2026
  • PRIMED-AI Public

    A framework for per-modality failure analysis and missing-data evaluation in multimodal clinical AI.

    criticaldata/PRIMED-AI's past year of commit activity
    Python 8 MIT 0 3 2 Updated Sep 23, 2026
  • creativity-survey Public

    Literature search pipeline for the creativity-survey review

    criticaldata/creativity-survey's past year of commit activity
    Python 0 0 0 0 Updated Sep 10, 2026
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