[MICCAI 2023] MedNeXt is a fully ConvNeXt architecture for 3D medical image segmentation.
☆496Nov 2, 2024Updated last year
Alternatives and similar repositories for MedNeXt
Users that are interested in MedNeXt are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [IEEE TMI-2024] UNETR++: Delving into Efficient and Accurate 3D Medical Image Segmentation☆519Dec 14, 2025Updated 3 months ago
- ☆291Jun 1, 2023Updated 2 years ago
- The largest pre-trained medical image segmentation model (1.4B parameters) based on the largest public dataset (>100k annotations), up un…☆366Sep 3, 2024Updated last year
- [ICCV 2023] CLIP-Driven Universal Model; Rank first in MSD Competition.☆670Oct 24, 2025Updated 5 months ago
- ☆8,256Updated this week
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Implementations of recent research prototypes/demonstrations using MONAI.☆1,199Oct 6, 2025Updated 6 months ago
- This is the official repository for the paper "3D TransUNet: Advancing Medical Image Segmentation through Vision Transformers"☆313Jul 26, 2024Updated last year
- SegMamba: Long-range Sequential Modeling Mamba For 3D Medical Image Segmentation☆559Jun 28, 2025Updated 9 months ago
- Implemention of the Paper "MultiTalent: A Multi-Dataset Approach to Medical Image Segmentation"☆66Aug 11, 2025Updated 8 months ago
- U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation☆981Apr 4, 2024Updated 2 years ago
- The official code for "SegVol: Universal and Interactive Volumetric Medical Image Segmentation".☆378Jan 11, 2026Updated 3 months ago
- [NeurIPS 2024] Touchstone - Benchmarking AI on 5,172 o.o.d. CT volumes and 9 anatomical structures☆133Nov 24, 2025Updated 4 months ago
- SAM-Med3D: An Efficient General-purpose Promptable Segmentation Model for 3D Volumetric Medical Image☆890Sep 21, 2025Updated 6 months ago
- ☆154Mar 20, 2026Updated 3 weeks ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- [ICLR 2024 oral; top 1.2%] Supervised Pre-Trained 3D Models for Medical Image Analysis (9,262 CT volumes + 25 annotated classes)☆404Jan 13, 2026Updated 3 months ago
- [CVPR 2024] VoCo: A Simple-yet-Effective Volume Contrastive Learning Framework for 3D Medical Image Analysis☆221Dec 1, 2025Updated 4 months ago
- [MICCAI2021] CoTr: Efficiently Bridging CNN and Transformer for 3D Medical Image Segmentation☆327Sep 17, 2024Updated last year
- Tool for robust segmentation of >100 important anatomical structures in CT and MR images☆2,614Apr 7, 2026Updated last week
- LesionLocator is a framework for zero-shot lesion segmentation and longitudinal tumor tracking in 3D full-body imaging.☆103Apr 1, 2026Updated last week
- nnDetection is a self-configuring framework for 3D (volumetric) medical object detection which can be applied to new data sets without ma…☆635Oct 27, 2025Updated 5 months ago
- SOTA medical image segmentation methods based on various challenges☆1,667Dec 12, 2023Updated 2 years ago
- ☆850Aug 5, 2022Updated 3 years ago
- Segment Anything in Medical Images☆4,192May 7, 2025Updated 11 months ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆79Jun 10, 2024Updated last year
- [CVPR 2023] Label-Free Liver Tumor Segmentation☆375Jan 26, 2026Updated 2 months ago
- ☆36Jun 6, 2024Updated last year
- An Efficient, High-Quality 3D Segmentation for Medical Image Analysis with Constrained Computational Resources☆39Jan 19, 2025Updated last year
- [NeurIPS 2023] AbdomenAtlas 1.0 (5,195 CT volumes + 9 annotated classes)☆303Nov 24, 2025Updated 4 months ago
- MICCAI 2024/2025: nnUNet incorporating additional baselines as SAMed️, Mamba Variants, and MedNeXT to establish a benchmark for segmentat…☆124Aug 4, 2025Updated 8 months ago
- [CVPR 2024] Generalizable Tumor Synthesis - Realistic Synthetic Tumors in Liver, Pancreas, and Kidney☆213Feb 18, 2026Updated last month
- MICCAI 2023 Paper (Early Acceptance)☆191Nov 5, 2023Updated 2 years ago
- Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.☆2,627Jun 7, 2025Updated 10 months ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- The official repository of "AbdomenCT-1K: Is Abdominal Organ Segmentation A Solved Problem?"☆267Nov 26, 2023Updated 2 years ago
- A lightweight adapter bridges SAM with medical imaging [MedIA]☆1,293Sep 8, 2025Updated 7 months ago
- Champion Solution of MICCAI FLARE22 Challenge and FLARE24 Task2 Challenge based on nnU-Net.☆81Oct 9, 2024Updated last year
- [MICCAI2022] This is an official PyTorch implementation for A Robust Volumetric Transformer for Accurate 3D Tumor Segmentation☆275Sep 11, 2023Updated 2 years ago
- ☆47Jan 31, 2026Updated 2 months ago
- UniverSeg: Universal Medical Image Segmentation☆584Jul 15, 2023Updated 2 years ago
- [npj Digital Medicine] The official repository for "Large-Vocabulary Segmentation for Medical Images with Text Prompts"☆292Dec 29, 2025Updated 3 months ago