google-deepmind / surface-distanceLinks
Library to compute surface distance based performance metrics for segmentation tasks.
☆567Updated 4 months ago
Alternatives and similar repositories for surface-distance
Users that are interested in surface-distance are comparing it to the libraries listed below
Sorting:
- nnDetection is a self-configuring framework for 3D (volumetric) medical object detection which can be applied to new data sets without ma…☆586Updated 11 months ago
- A framework for data augmentation for 2D and 3D image classification and segmentation☆1,132Updated 3 months ago
- How Distance Transform Maps Boost Segmentation CNNs: An Empirical Study☆391Updated 4 years ago
- [MICCAI 2019 Young Scientist Award] [MEDIA 2020 Best Paper Award] Models Genesis☆768Updated this week
- Official Pytorch Code of KiU-Net for Image/3D Segmentation - MICCAI 2020 (Oral), IEEE TMI☆383Updated last year
- A collection of papers about Transformer in the field of medical image analysis.☆469Updated 2 years ago
- The official repository of the 2019 Kidney and Kidney Tumor Segmentation Challenge☆451Updated 2 years ago
- Medical image registration using deep learning☆590Updated 2 years ago
- SOTA medical image segmentation methods based on various challenges☆1,614Updated last year
- liver segmentation using deep learning☆425Updated last year
- Automated lung segmentation in CT☆709Updated last year
- This repository implements pytorch version of the modifed 3D U-Net from Fabian Isensee et al. participating in BraTS2017☆218Updated 6 years ago
- ☆353Updated 4 months ago
- ☆180Updated 4 years ago
- Jupyter notebooks for learning how to use SimpleITK☆865Updated 3 weeks ago
- A PyTorch implementation for V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation☆720Updated 6 years ago
- Image registration laboratory for 2D and 3D image data☆428Updated 4 years ago
- Official code for "Boundary loss for highly unbalanced segmentation", runner-up for best paper award at MIDL 2019. Extended version in Me…☆688Updated last year
- Vision Transformer for 3D medical image registration (Pytorch)☆327Updated 2 years ago
- The official repository of the 2021 Kidney and Kidney Tumor Segmentation Challenge☆177Updated 2 years ago
- A program to evaluate the quality of image segmentations.☆324Updated 3 years ago
- normalize the intensities of various MR image modalities☆326Updated 5 months ago
- Medical image registration related books, tutorials, papers, datasets, toolboxes and deep learning open source codes☆181Updated 5 months ago
- A fast medical imaging analysis library in Python with algorithms for registration, segmentation, and more.☆731Updated this week
- tracking medical datasets, with a focus on medical imaging☆852Updated 2 months ago
- TransMorph: Transformer for Unsupervised Medical Image Registration (PyTorch)☆525Updated last month
- ☆532Updated 2 years ago
- Multi-Planar UNet for autonomous segmentation of 3D medical images☆191Updated last year
- Library for 3D augmentations☆249Updated 8 months ago
- ☆192Updated 5 years ago