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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 133 17

  2. finetune-SAM finetune-SAM Public

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

    Python 66 12

  3. SegmentAnyBone SegmentAnyBone Public

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

    Python 58 13

  4. segmentation-guided-diffusion segmentation-guided-diffusion Public

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

    Python 53 4

  5. duke-dbt-data duke-dbt-data Public

    Jupyter Notebook 33 16

  6. MRI-deeplearning-tutorial MRI-deeplearning-tutorial Public

    Source code for my blog post tutorial about how to use deep learning on MR images.

    Jupyter Notebook 15 3

Repositories

Showing 10 of 25 repositories
  • 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 3 Apache-2.0 0 0 0 Updated Jun 27, 2024
  • 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 11 Apache-2.0 1 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
  • 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 53 4 3 0 Updated Jun 20, 2024
  • ContourDiff Public

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

    mazurowski-lab/ContourDiff’s past year of commit activity
    Python 7 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 133 Apache-2.0 17 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
  • 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 66 Apache-2.0 12 1 0 Updated Jun 10, 2024
  • SlicerSegmentHumanBody Public

    3D Slicer extension for SegmentAnyBone developed by Mazurowski Lab

    mazurowski-lab/SlicerSegmentHumanBody’s past year of commit activity
    Python 0 1 0 1 Updated May 31, 2024
  • SlicerExtensionsIndex Public Forked from Slicer/ExtensionsIndex

    Slicer extensions index

    mazurowski-lab/SlicerExtensionsIndex’s past year of commit activity
    Python 0 234 0 0 Updated May 9, 2024
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