[ICCV 2023] CLIP-Driven Universal Model; Rank first in MSD Competition.
☆676Oct 24, 2025Updated 9 months ago
Alternatives and similar repositories for CLIP-Driven-Universal-Model
Users that are interested in CLIP-Driven-Universal-Model are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICLR 2024 oral; top 1.2%] Supervised Pre-Trained 3D Models for Medical Image Analysis (9,262 CT volumes + 25 annotated classes)☆431Jul 9, 2026Updated last month
- MICCAI 2023 Paper (Early Acceptance)☆192Nov 5, 2023Updated 2 years ago
- [NeurIPS 2023] AbdomenAtlas 1.0 (5,195 CT volumes + 9 annotated classes)☆307Nov 24, 2025Updated 8 months ago
- UniverSeg: Universal Medical Image Segmentation☆588Jul 15, 2023Updated 3 years ago
- The official code for "SegVol: Universal and Interactive Volumetric Medical Image Segmentation".☆386Jan 11, 2026Updated 7 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- [CVPR 2023] Label-Free Liver Tumor Segmentation☆379Jan 26, 2026Updated 6 months ago
- The largest pre-trained medical image segmentation model (1.4B parameters) based on the largest public dataset (>100k annotations), up un…☆375Sep 3, 2024Updated last year
- The official code for "Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data".☆564Jul 25, 2025Updated last year
- [npj Digital Medicine] The official repository for "Large-Vocabulary Segmentation for Medical Images with Text Prompts"☆309Dec 29, 2025Updated 7 months ago
- [NeurIPS 2024] Touchstone - Benchmarking AI on 5,172 o.o.d. CT volumes and 9 anatomical structures☆140Nov 24, 2025Updated 8 months ago
- [MICCAI 2023] MedNeXt is a fully ConvNeXt architecture for 3D medical image segmentation.☆526Nov 2, 2024Updated last year
- SAM-Med3D: An Efficient General-purpose Promptable Segmentation Model for 3D Volumetric Medical Image☆952Sep 21, 2025Updated 10 months ago
- Segment Anything in Medical Images☆4,373May 7, 2025Updated last year
- Implementations of recent research prototypes/demonstrations using MONAI.☆1,220Oct 6, 2025Updated 10 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- [IEEE TMI] Tumor synthesis leveraging medical reports.☆49Jan 26, 2026Updated 6 months ago
- M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models☆456Apr 13, 2025Updated last year
- ☆8,788Jul 23, 2026Updated 3 weeks ago
- [CVPR 2024] Generalizable Tumor Synthesis - Realistic Synthetic Tumors in Liver, Pancreas, and Kidney☆219Feb 18, 2026Updated 5 months ago
- [MICCAI 2023] Continual Learning for Abdominal Multi-Organ and Tumor Segmentation☆79Jul 30, 2024Updated 2 years ago
- Developing Generalist Foundation Models from a Multimodal Dataset for 3D Computed Tomography☆411Jul 18, 2025Updated last year
- [ICCV 2025] Dataset of 10,135 abdominal CT scans with 15,130 tumors annotated across six organs and 5,893 controls. The AI ranks first in…☆60Nov 3, 2025Updated 9 months ago
- Holistic Adaptation of SAM from 2D to 3D for Promptable Medical Image Segmentation☆210Mar 18, 2024Updated 2 years ago
- Segment Anything Model for Medical Image Segmentation: Open-Source Project Summary☆1,121Apr 30, 2026Updated 3 months ago
- 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.
- [MICCAI 2026] A longitudinal, multimodal algorithm for multi-tumor segmentation (learning from reports).☆15Jun 29, 2026Updated last month
- [MICCAI2024&RedJournal2026] Is deep learning ready for abdominal organ-at-risk segmentation in the foundation model era: A comprehensive …☆62Jul 30, 2024Updated 2 years ago
- A lightweight adapter bridges SAM with medical imaging [MedIA]☆1,322Sep 8, 2025Updated 11 months ago
- [ICCV 2025] AbdomenAtlas 3.0 (9,262 CT volumes + medical reports). These “superhuman” reports are more accurate, detailed, standardized, …☆216Aug 3, 2026Updated last week
- EMNLP'22 | MedCLIP: Contrastive Learning from Unpaired Medical Images and Texts☆698Apr 12, 2024Updated 2 years ago
- ☆82Jun 10, 2024Updated 2 years ago
- A Survey on CLIP in Medical Imaging☆515Mar 26, 2025Updated last year
- [TPAMI 2026] Large-Scale 3D Medical Image Pre-training with Geometric Context Priors☆283Apr 9, 2026Updated 4 months ago
- ☆24Jan 11, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Official implementation of SAM-Med2D☆1,133Jun 18, 2024Updated 2 years ago
- [MICCAI 2025 Best Paper Award] Learning Segmentation from Radiology Reports☆128Jun 29, 2026Updated last month
- Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)☆2,109Nov 17, 2025Updated 8 months ago
- A collection of resources on applications of multi-modal learning in medical imaging.☆976Jul 29, 2026Updated 2 weeks ago
- [MICCAI 2019 Young Scientist Award] [MEDIA 2020 Best Paper Award] Models Genesis, one of the first "foundation" models in medical image a…☆789Jun 22, 2025Updated last year
- [CVPR2021] DoDNet: Learning to segment multi-organ and tumors from multiple partially labeled datasets☆188Aug 29, 2023Updated 2 years ago
- SOTA medical image segmentation methods based on various challenges☆1,677Dec 12, 2023Updated 2 years ago