Vision Foundation Models for Computed Tomography
Reproduce Analysis
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    project-lighter/CT-FM
    • Home
    • Getting Started
    • Replication Guide
    project-lighter/CT-FM
    • Home
    • Getting Started
      • Installation
      • Data Download and Preprocessing
      • Pre-training the FM
      • Adapt the FM to downstream tasks
      • Baselines for downstream tasks
      • Reproduce Analysis

    Reproduce Analysis

    • Whole Body Segmentation Analysis:
      totalseg_eval.ipynb

    • Tumor Segmentation Analysis and Visualization:
      tumor-seg-eval

    • Head CT Triage Classification:
      head-ct-triage-eval

    • Medical Image Retrieval:
      retrieval

    • Semantic Evaluation - Anatomical Clustering, Semantic Search, PCA visualization:
      semantic-eval

    • Robustness - Saliency and Stability:
      robustness

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    Baselines for downstream tasks
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