The largest pre-trained medical image segmentation model (1.4B parameters) based on the largest public dataset (>100k annotations), up until April 2023.
☆368Sep 3, 2024Updated last year
Alternatives and similar repositories for STU-Net
Users that are interested in STU-Net are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- SAM-Med3D: An Efficient General-purpose Promptable Segmentation Model for 3D Volumetric Medical Image☆905Sep 21, 2025Updated 7 months ago
- The official code for "SegVol: Universal and Interactive Volumetric Medical Image Segmentation".☆379Jan 11, 2026Updated 4 months ago
- [ICCV 2023] CLIP-Driven Universal Model; Rank first in MSD Competition.☆674Oct 24, 2025Updated 6 months ago
- [MICCAI 2023] MedNeXt is a fully ConvNeXt architecture for 3D medical image segmentation.☆504Nov 2, 2024Updated last year
- Sci. Rep. 2025 | Revisiting model scaling with a U-net benchmark for 3D medical image segmentation☆18Aug 21, 2025Updated 8 months 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.
- Official implementation of SAM-Med2D☆1,113Jun 18, 2024Updated last year
- [ICLR 2024 oral; top 1.2%] Supervised Pre-Trained 3D Models for Medical Image Analysis (9,262 CT volumes + 25 annotated classes)☆416Jan 13, 2026Updated 4 months ago
- Tool for robust segmentation of >100 important anatomical structures in CT and MR images☆2,677May 7, 2026Updated last week
- ☆8,417Updated this week
- [CVPR 2023] Label-Free Liver Tumor Segmentation☆379Jan 26, 2026Updated 3 months ago
- Segment Anything in Medical Images☆4,255May 7, 2025Updated last year
- SOTA medical image segmentation methods based on various challenges☆1,673Dec 12, 2023Updated 2 years ago
- A lightweight adapter bridges SAM with medical imaging [MedIA]☆1,305Sep 8, 2025Updated 8 months ago
- A nnU-Netv2 based acceleration solution for Abdominal organs and tumor segmentation.☆21Nov 24, 2023Updated 2 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- [CVPR 2024] VoCo: A Simple-yet-Effective Volume Contrastive Learning Framework for 3D Medical Image Analysis☆224Dec 1, 2025Updated 5 months ago
- Segment Anything Model for Medical Image Segmentation: Open-Source Project Summary☆1,101Apr 30, 2026Updated 2 weeks ago
- [MICCAI2024&RedJournal2026] Is deep learning ready for abdominal organ-at-risk segmentation in the foundation model era: A comprehensive …☆60Jul 30, 2024Updated last year
- ☆294Jun 1, 2023Updated 2 years ago
- MICCAI 2023 Paper (Early Acceptance)☆191Nov 5, 2023Updated 2 years ago
- [NeurIPS 2023] AbdomenAtlas 1.0 (5,195 CT volumes + 9 annotated classes)☆302Nov 24, 2025Updated 5 months ago
- MICCAI 2024/2025: nnUNet incorporating additional baselines as SAMed️, Mamba Variants, and MedNeXT to establish a benchmark for segmentat…☆126Apr 21, 2026Updated 3 weeks ago
- UniverSeg: Universal Medical Image Segmentation☆586Jul 15, 2023Updated 2 years ago
- Champion Solution of MICCAI FLARE22 Challenge and FLARE24 Task2 Challenge based on nnU-Net.☆82Oct 9, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [npj Digital Medicine] The official repository for "Large-Vocabulary Segmentation for Medical Images with Text Prompts"☆296Dec 29, 2025Updated 4 months ago
- MONAI Versatile Imaging Segmentation and Annotation☆280Apr 13, 2026Updated last month
- [NeurIPS 2024] Touchstone - Benchmarking AI on 5,172 o.o.d. CT volumes and 9 anatomical structures☆137Nov 24, 2025Updated 5 months ago
- U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation☆995Apr 4, 2024Updated 2 years ago
- Holistic Adaptation of SAM from 2D to 3D for Promptable Medical Image Segmentation☆207Mar 18, 2024Updated 2 years ago
- MIDL2022 | AdwU-Ne: Adaptive depth and width U-Net.☆21Mar 26, 2022Updated 4 years ago
- [CVPR 2024] Generalizable Tumor Synthesis - Realistic Synthetic Tumors in Liver, Pancreas, and Kidney☆215Feb 18, 2026Updated 2 months ago
- nnInteractive is a framework for 3D interactive segmentation, supporting intuitive prompts like points, scribbles, bounding boxes, and la…☆396Updated this week
- nnDetection is a self-configuring framework for 3D (volumetric) medical object detection which can be applied to new data sets without ma…☆641Oct 27, 2025Updated 6 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- One-line code to get SoTA pre-trained Medical Image Models ready in PyTorch.☆51Mar 29, 2025Updated last year
- MedIA 2025 | A-Eval: A Benchmark for Cross-Dataset and Cross-Modality Evaluation of Abdominal Multi-Organ Segmentation☆34Feb 17, 2025Updated last year
- NexToU: Efficient Topology-Aware U-Net for Medical Image Segmentation☆81Nov 19, 2025Updated 5 months ago
- [IEEE TMI] Tumor synthesis leveraging medical reports.☆50Jan 26, 2026Updated 3 months ago
- The implementation of the technical report: "Customized Segment Anything Model for Medical Image Segmentation"☆601Sep 2, 2023Updated 2 years ago
- SegMamba: Long-range Sequential Modeling Mamba For 3D Medical Image Segmentation☆564Jun 28, 2025Updated 10 months ago
- M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models☆438Apr 13, 2025Updated last year