Pinned Repositories
3D-Breast-FGT-and-Blood-Vessel-Segmentation
duke-dbt-data
finetune-SAM
This is an official repo for fine-tuning SAM to customized medical images.
intrinsic-properties
[ICLR 2024] Easy tools for measuring the label sharpness and intrinsic dimension of datasets and learned representations, which relate to model generalization and robustness.
MRI-deeplearning-tutorial
Source code for my blog post tutorial about how to use deep learning on MR images.
osteoarthritis-classification
this is a implementation for knee KL score prediction.
segment-anything-medical-evaluation
Code for "Segment Anything Model for Medical Image Analysis: an Experimental Study" in Medical Image Analysis
SegmentAnyBone
SegmentAnyBone: A Universal Model that Segments Any Bone at Any Location on MRI
segmentation-guided-diffusion
[MICCAI 2024] Easy diffusion models (optionally with segmentation guidance) for medical images and beyond.
SlicerSegmentWithSAM
3D Slicer extension for Segment Anything Model (SAM) developed by Meta
Mazurowski Lab's Repositories
mazurowski-lab/segment-anything-medical-evaluation
Code for "Segment Anything Model for Medical Image Analysis: an Experimental Study" in Medical Image Analysis
mazurowski-lab/finetune-SAM
This is an official repo for fine-tuning SAM to customized medical images.
mazurowski-lab/segmentation-guided-diffusion
[MICCAI 2024] Easy diffusion models (optionally with segmentation guidance) for medical images and beyond.
mazurowski-lab/SegmentAnyBone
SegmentAnyBone: A Universal Model that Segments Any Bone at Any Location on MRI
mazurowski-lab/SlicerSegmentWithSAM
3D Slicer extension for Segment Anything Model (SAM) developed by Meta
mazurowski-lab/duke-dbt-data
mazurowski-lab/3D-Breast-FGT-and-Blood-Vessel-Segmentation
mazurowski-lab/intrinsic-properties
[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/MRI-deeplearning-tutorial
Source code for my blog post tutorial about how to use deep learning on MR images.
mazurowski-lab/ContourDiff
Contour-Guided Diffusion Models for Unpaired Image-to-Image Translation
mazurowski-lab/osteoarthritis-classification
this is a implementation for knee KL score prediction.
mazurowski-lab/single-image-test-time-adaptation
Single-image test-time domain adaptation for segmentation models.
mazurowski-lab/picard-anomalydetection
Pluralistic Image Completion for Anomaly Detection (Med. Image Anal. 2023)
mazurowski-lab/radiologyintrinsicmanifolds
(MICCAI 2022) Code for "The Intrinsic Manifolds of Radiological Images and their Role in Deep Learning" (intrinsic dimensions)
mazurowski-lab/swssl-for-anomaly-detection
SWSSL - Sliding window-based self-supervised learning for anomaly detection in high-resolution images (IEEE Trans. on Medical Imaging 2023)
mazurowski-lab/MRI-parameter-prediction
(MIDL 2023) Code for "Reverse Engineering Breast MRIs: Predicting Acquisition Parameters Directly from Images"
mazurowski-lab/DBT-cancer-detection-algorithms
Library of lesion detection algorithm codebases from the DBTex Digital Breast Tomosynthesis Lesion Detection Challenge
mazurowski-lab/DBTex-baseline
This is a baseline neural network model for breast tumor detection on the BCS-DBT dataset, to accompany the DBTex challenge.
mazurowski-lab/segment-anything2-medical-evaluation
mazurowski-lab/breastMRI_styletransfer
Code for our paper "Deep Learning for Breast MRI Style Transfer with Limited Training Data".
mazurowski-lab/SlicerSegmentHumanBody
3D Slicer extension for SegmentAnyBone developed by Mazurowski Lab
mazurowski-lab/Supermask
mazurowski-lab/ExtensionsIndex
Slicer extensions index
mazurowski-lab/ExtensionsIndexStable
Slicer extensions index
mazurowski-lab/knee_clf
mazurowski-lab/SlicerExtensionsIndex
Slicer extensions index