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Mazurowski Lab

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  1. segment-anything-medical-evaluation segment-anything-medical-evaluation Public

    Code for "Segment Anything Model for Medical Image Analysis: an Experimental Study" in Medical Image Analysis

    Python 141 16

  2. finetune-SAM finetune-SAM Public

    This is an official repo for fine-tuning SAM to customized medical images.

    Python 113 17

  3. segmentation-guided-diffusion segmentation-guided-diffusion Public

    [MICCAI 2024] Easy diffusion models (optionally with segmentation guidance) for medical images and beyond.

    Python 81 4

  4. SegmentAnyBone SegmentAnyBone Public

    SegmentAnyBone: A Universal Model that Segments Any Bone at Any Location on MRI

    Python 61 13

  5. SlicerSegmentWithSAM SlicerSegmentWithSAM Public

    3D Slicer extension for Segment Anything Model (SAM) developed by Meta

    Python 38 6

  6. duke-dbt-data duke-dbt-data Public

    Jupyter Notebook 33 16

Repositories

Showing 10 of 26 repositories
  • intrinsic-properties Public

    [ICLR 2024] Easy tools for measuring the label sharpness and intrinsic dimension of datasets and learned representations, which relate to model generalization and robustness.

    mazurowski-lab/intrinsic-properties’s past year of commit activity
    Python 15 Apache-2.0 2 0 0 Updated Sep 6, 2024
  • SlicerSegmentWithSAM Public

    3D Slicer extension for Segment Anything Model (SAM) developed by Meta

    mazurowski-lab/SlicerSegmentWithSAM’s past year of commit activity
    Python 38 Apache-2.0 6 6 0 Updated Sep 5, 2024
  • segment-anything2-medical-evaluation Public
    mazurowski-lab/segment-anything2-medical-evaluation’s past year of commit activity
    Python 3 0 1 0 Updated Aug 26, 2024
  • finetune-SAM Public

    This is an official repo for fine-tuning SAM to customized medical images.

    mazurowski-lab/finetune-SAM’s past year of commit activity
    Python 113 Apache-2.0 17 1 0 Updated Aug 19, 2024
  • segmentation-guided-diffusion Public

    [MICCAI 2024] Easy diffusion models (optionally with segmentation guidance) for medical images and beyond.

    mazurowski-lab/segmentation-guided-diffusion’s past year of commit activity
    Python 81 4 4 0 Updated Aug 16, 2024
  • MRI-parameter-prediction Public

    (MIDL 2023) Code for "Reverse Engineering Breast MRIs: Predicting Acquisition Parameters Directly from Images"

    mazurowski-lab/MRI-parameter-prediction’s past year of commit activity
    Python 5 Apache-2.0 0 0 0 Updated Jun 27, 2024
  • radiologyintrinsicmanifolds Public

    (MICCAI 2022) Code for "The Intrinsic Manifolds of Radiological Images and their Role in Deep Learning" (intrinsic dimensions)

    mazurowski-lab/radiologyintrinsicmanifolds’s past year of commit activity
    Jupyter Notebook 6 Apache-2.0 0 0 0 Updated Jun 27, 2024
  • ContourDiff Public

    Contour-Guided Diffusion Models for Unpaired Image-to-Image Translation

    mazurowski-lab/ContourDiff’s past year of commit activity
    Python 13 Apache-2.0 1 0 0 Updated Jun 15, 2024
  • segment-anything-medical-evaluation Public

    Code for "Segment Anything Model for Medical Image Analysis: an Experimental Study" in Medical Image Analysis

    mazurowski-lab/segment-anything-medical-evaluation’s past year of commit activity
    Python 141 Apache-2.0 16 0 0 Updated Jun 13, 2024
  • picard-anomalydetection Public

    Pluralistic Image Completion for Anomaly Detection (Med. Image Anal. 2023)

    mazurowski-lab/picard-anomalydetection’s past year of commit activity
    Python 7 Apache-2.0 1 0 0 Updated Jun 13, 2024
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