MIC-DKFZ / MedNeXt
[MICCAI 2023] MedNeXt is a fully ConvNeXt architecture for 3D medical image segmentation.
☆374Updated 2 months ago
Alternatives and similar repositories for MedNeXt:
Users that are interested in MedNeXt are comparing it to the libraries listed below
- [IEEE TMI-2024] UNETR++: Delving into Efficient and Accurate 3D Medical Image Segmentation☆395Updated 7 months ago
- This is the official repository for the paper "3D TransUNet: Advancing Medical Image Segmentation through Vision Transformers"☆222Updated 6 months ago
- ☆254Updated last year
- Official repo for Medical Image Segmentation Review: The Success of U-Net☆300Updated 4 months ago
- [MICCAI2022] This is an official PyTorch implementation for A Robust Volumetric Transformer for Accurate 3D Tumor Segmentation☆257Updated last year
- A PyTorch framework for medical image segmentation☆283Updated 9 months ago
- The largest pre-trained medical image segmentation model (1.4B parameters) based on the largest public dataset (>100k annotations), up un…☆300Updated 4 months ago
- [CVPR 2023] Label-Free Liver Tumor Segmentation☆341Updated 2 weeks ago
- Codes and pretrained weights for winning submission of 2021 Brain Tumor Segmentation (BraTS) Challenge☆174Updated last year
- Unofficial code base for UNETR: Transformers for 3D Medical Image Segmentation☆161Updated last year
- [ICCV 2023] CLIP-Driven Universal Model; Rank first in MSD Competition.☆606Updated 2 weeks ago
- UniverSeg: Universal Medical Image Segmentation☆527Updated last year
- The official code for "SegVol: Universal and Interactive Volumetric Medical Image Segmentation".☆286Updated last week
- The official repository of "AbdomenCT-1K: Is Abdominal Organ Segmentation A Solved Problem?"☆236Updated last year
- SAM-Med3D: An Efficient General-purpose Promptable Segmentation Model for 3D Volumetric Medical Image☆567Updated last month
- [ICLR 2024 Oral] Supervised Pre-Trained 3D Models for Medical Image Analysis (9,262 CT volumes + 25 annotated classes)☆284Updated 2 weeks ago
- Holistic Adaptation of SAM from 2D to 3D for Promptable Medical Image Segmentation☆174Updated 10 months ago
- This repo provides the official code for : 1) TransBTS: Multimodal Brain Tumor Segmentation Using Transformer (https://arxiv.org/abs/2103…☆398Updated 10 months ago
- MICCAI 2023 Paper (Early Acceptance)☆180Updated last year
- [MedIA2022]WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image☆157Updated 4 months ago
- [NeurIPS 2023] AbdomenAtlas 1.0 (5,195 CT volumes + 9 annotated classes)☆240Updated 2 weeks ago
- ☆184Updated last year
- A 3D Slicer integration to Meta's SAM.☆244Updated 9 months ago
- A package to compute medical segmentation metrics.☆145Updated 6 months ago
- Codes and models for Medical Image Analysis (MIA) 2023 paper. Segment Anything Model for Medical Images?.☆134Updated 3 months ago
- SwinUnet3D☆39Updated 5 months ago
- Diff-UNet: A Diffusion Embedded Network for Volumetric Segmentation. (using diffusion for 3D medical image segmentation)☆161Updated 10 months ago
- A Pytorch implement of medical image segmentation U-shape architecture benchmarks☆89Updated 7 months ago
- PyTorch implementation for MA-SAM☆137Updated 3 months ago
- [ECCV 2024] ScribblePrompt: Fast and Flexible Interactive Segmentation for Any Medical Image☆164Updated this week