LeonidAlekseev / Swin-UNETRLinks
A novel segmentation model termed Swin UNEt TRansformers (Swin UNETR). Specially for the task of 3D semantic segmentation.
☆54Updated 2 years ago
Alternatives and similar repositories for Swin-UNETR
Users that are interested in Swin-UNETR are comparing it to the libraries listed below
Sorting:
- Official Implementation of SegFormer3D: an Efficient Transformer for 3D Medical Image Segmentation (CVPR/W 2024)☆165Updated last week
- ☆93Updated last year
- Code for ISBI 2023 paper "Self Pre-training with Masked Autoencoders for Medical Image Classification and Segmentation"☆145Updated last year
- NexToU: Efficient Topology-Aware U-Net for Medical Image Segmentation☆74Updated 6 months ago
- ☆80Updated 6 months ago
- An Efficient, High-Quality 3D Segmentation for Medical Image Analysis with Constrained Computational Resources☆38Updated 7 months ago
- [ISBI 2024] An implementation of SAM3D which adapts Segment Anything Model for Volumetric Medical Image Segmentation☆70Updated last year
- [WACV 2023] Official implementation of The Fully Convolutional Transformer for Medical Image Segmentation☆139Updated last year
- A Pytorch implement of medical image segmentation U-shape architecture benchmarks☆111Updated 3 weeks ago
- PyTorch implementation for MA-SAM☆162Updated 2 weeks ago
- MICCAI 2024/2025: nnUNet incorporating additional baselines as SAMed️, Mamba Variants, and MedNeXT to establish a benchmark for segmentat…☆105Updated 3 weeks ago
- Codes and models for Medical Image Analysis (MIA) 2023 paper. Segment Anything Model for Medical Images?.☆161Updated 10 months ago
- MICCAI 2023 Paper (Early Acceptance)☆187Updated last year
- [CVPR 2024 Extension] 160K volumes (42M slices) datasets, various pre-training recipes, 50+ downstream tasks implementation☆180Updated 5 months ago
- [MedIA Best Paper Award] Official implementation of MedIA paper "BayeSeg: Bayesian Modelling for Medical Image Segmentation with Interpre…☆90Updated 9 months ago
- Official implementation of MedCLIP-SAM (MICCAI 2024)☆111Updated last month
- ☆74Updated last year
- [MICCAI 2022] The official repository of Light-weight spatio-temporal graphs for segmentation and ejection fraction prediction in cardiac…☆36Updated last year
- [MICCAI 2024] Centerline Boundary Dice Loss for Vascular Segmentation☆69Updated 7 months ago
- ☆45Updated 8 months ago
- [CVPR 2024] VoCo: A Simple-yet-Effective Volume Contrastive Learning Framework for 3D Medical Image Analysis☆203Updated 8 months ago
- Awesome Active Domain Adaptation for Medical Image Analysis☆121Updated 8 months ago
- LHU-Net: A Lean Hybrid U-Net for Cost-efficient, High-performance Volumetric Medical Image Segmentation☆48Updated 3 weeks ago
- Codes for CVPR2023 paper "Directional Connectivity-based Segmentation of Medical Images"☆151Updated last year
- Holistic Adaptation of SAM from 2D to 3D for Promptable Medical Image Segmentation☆189Updated last year
- An Open-access Dataset for Liver Lesion Diagnosis on Multi-phase MRI☆27Updated 4 months ago
- A collection of papers published in MICCAI 2024 with their code.☆80Updated 10 months ago
- [Nature Machine Intelligence Journal] Official pytorch implementation for Uncertainty-Guided Dual-Views for Semi-Supervised Volumetric M…☆74Updated 2 years ago
- ☆48Updated last year
- Skeleton Recall Loss for Connectivity Conserving and Resource Efficient Segmentation of Thin Tubular Structures☆110Updated last month