Mazurowski Lab
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38 repositories
mri_foundation
PublicBreastSegNet
PublicFoundation-based-reg
PublicBreastMRI_density
Public- [MICCAI 2024] Easy diffusion models (optionally with segmentation guidance) for medical images and beyond.
SegmentAnyMuscle
PublicSlicerSegmentWithSAM
Public3D Slicer extension for Segment Anything Model (SAM) developed by MetaSlicerSegmentHumanBody
Public3D Slicer extension for SegmentAnyBone developed by Mazurowski LabContourDiff
Public- An evaluation framework for image generation metrics.
RaD
PublicRaD: a metric for comparing medical image distributions.SLM-SAM2
Publicintrinsic-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.- Metrics for object tree-likeness and textural contrast for semantic segmentation.
Scoliosis_project
PublicSegmentAnyBone
PublicSegmentAnyBone: A Universal Model that Segments Any Bone at Any Location on MRIfinetune-SAM
PublicThis is an official repo for fine-tuning SAM to customized medical images.MRI-parameter-prediction
Public(MIDL 2023) Code for "Reverse Engineering Breast MRIs: Predicting Acquisition Parameters Directly from Images"- (MICCAI 2022) Code for "The Intrinsic Manifolds of Radiological Images and their Role in Deep Learning" (intrinsic dimensions)
- Code for "Segment Anything Model for Medical Image Analysis: an Experimental Study" in Medical Image Analysis
picard-anomalydetection
PublicPluralistic Image Completion for Anomaly Detection (Med. Image Anal. 2023)SlicerExtensionsIndex
Public- Single-image test-time domain adaptation for segmentation models.
- SWSSL - Sliding window-based self-supervised learning for anomaly detection in high-resolution images (IEEE Trans. on Medical Imaging 2023)
ExtensionsIndexStable
PublicDBTex-baseline
Public