MIC-DKFZ / MedNeXt
[MICCAI 2023] MedNeXt is a fully ConvNeXt architecture for 3D medical image segmentation.
☆383Updated 4 months ago
Alternatives and similar repositories for MedNeXt:
Users that are interested in MedNeXt are comparing it to the libraries listed below
- This is the official repository for the paper "3D TransUNet: Advancing Medical Image Segmentation through Vision Transformers"☆243Updated 8 months ago
- [IEEE TMI-2024] UNETR++: Delving into Efficient and Accurate 3D Medical Image Segmentation☆418Updated 9 months ago
- ☆259Updated last year
- [MICCAI2022] This is an official PyTorch implementation for A Robust Volumetric Transformer for Accurate 3D Tumor Segmentation☆261Updated last year
- The largest pre-trained medical image segmentation model (1.4B parameters) based on the largest public dataset (>100k annotations), up un…☆305Updated 6 months ago
- Unofficial code base for UNETR: Transformers for 3D Medical Image Segmentation☆172Updated 2 years ago
- Official repo for Medical Image Segmentation Review: The Success of U-Net☆317Updated 6 months ago
- A PyTorch framework for medical image segmentation☆292Updated 11 months ago
- The official repository of "AbdomenCT-1K: Is Abdominal Organ Segmentation A Solved Problem?"☆241Updated last year
- [CVPR 2023] Label-Free Liver Tumor Segmentation☆346Updated 2 months ago
- The official code for "SegVol: Universal and Interactive Volumetric Medical Image Segmentation".☆300Updated 2 months ago
- [ICCV 2023] CLIP-Driven Universal Model; Rank first in MSD Competition.☆618Updated 3 weeks ago
- ☆96Updated 2 weeks ago
- UniverSeg: Universal Medical Image Segmentation☆535Updated last year
- A package to compute medical segmentation metrics.☆155Updated 8 months ago
- Codes and pretrained weights for winning submission of 2021 Brain Tumor Segmentation (BraTS) Challenge☆177Updated last year
- [ICLR 2024 Oral] Supervised Pre-Trained 3D Models for Medical Image Analysis (9,262 CT volumes + 25 annotated classes)☆316Updated last month
- ☆197Updated last month
- MedSeg: Medical Image Segmentation GUI Toolbox 可视化医学图像分割工具箱☆231Updated 6 months ago
- SAM-Med3D: An Efficient General-purpose Promptable Segmentation Model for 3D Volumetric Medical Image☆626Updated 2 weeks ago
- ☆230Updated last year
- Holistic Adaptation of SAM from 2D to 3D for Promptable Medical Image Segmentation☆184Updated last year
- Codes and models for Medical Image Analysis (MIA) 2023 paper. Segment Anything Model for Medical Images?.☆145Updated 5 months ago
- Code for ISBI 2023 paper "Self Pre-training with Masked Autoencoders for Medical Image Classification and Segmentation"☆130Updated last year
- [JBHI2022] Full-Resolution Network and Dual-Threshold Iteration for Retinal Vessel and Coronary Angiograph Segmentation☆127Updated this week
- [MedIA2022]WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image☆159Updated 6 months ago
- SwinUnet3D☆42Updated 7 months ago
- A Pytorch implement of medical image segmentation U-shape architecture benchmarks☆93Updated 9 months ago
- This repo provides the official code for : 1) TransBTS: Multimodal Brain Tumor Segmentation Using Transformer (https://arxiv.org/abs/2103…☆403Updated last year
- 3D Slicer Plugin for Segment anything in medical images☆215Updated 3 months ago