Mazurowski Lab
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SlicerSegmentHumanBody
Public3D Slicer extension for SegmentAnyBone developed by Mazurowski LabFoundation-based-reg
Publicmri_foundation
PublicBreastSegNet
PublicGuidedMorph
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 MetaContourDiff
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