Mazurowski Lab's repositories
segment-anything-medical-evaluation
Code for "Segment Anything Model for Medical Image Analysis: an Experimental Study" in Medical Image Analysis
finetune-SAM
This is an official repo for fine-tuning SAM to customized medical images.
segmentation-guided-diffusion
[MICCAI 2024] Easy diffusion models (optionally with segmentation guidance) for medical images and beyond.
SegmentAnyBone
SegmentAnyBone: A Universal Model that Segments Any Bone at Any Location on MRI
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.
ContourDiff
Contour-Guided Diffusion Models for Unpaired Image-to-Image Translation
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.
SlicerSegmentWithSAM
3D Slicer extension for Segment Anything Model (SAM) developed by Meta
picard-anomalydetection
Pluralistic Image Completion for Anomaly Detection (Med. Image Anal. 2023)
single-image-test-time-adaptation
Single-image test-time domain adaptation for segmentation models.
radiologyintrinsicmanifolds
(MICCAI 2022) Code for "The Intrinsic Manifolds of Radiological Images and their Role in Deep Learning" (intrinsic dimensions)
DBT-cancer-detection-algorithms
Library of lesion detection algorithm codebases from the DBTex Digital Breast Tomosynthesis Lesion Detection Challenge
swssl-for-anomaly-detection
SWSSL - Sliding window-based self-supervised learning for anomaly detection in high-resolution images (IEEE Trans. on Medical Imaging 2023)
DBTex-baseline
This is a baseline neural network model for breast tumor detection on the BCS-DBT dataset, to accompany the DBTex challenge.
MRI-parameter-prediction
(MIDL 2023) Code for "Reverse Engineering Breast MRIs: Predicting Acquisition Parameters Directly from Images"
breastMRI_styletransfer
Code for our paper "Deep Learning for Breast MRI Style Transfer with Limited Training Data".
SlicerSegmentHumanBody
3D Slicer extension for SegmentAnyBone developed by Mazurowski Lab
ExtensionsIndex
Slicer extensions index
ExtensionsIndexStable
Slicer extensions index
SlicerExtensionsIndex
Slicer extensions index