[TPAMI 2026] Large-Scale 3D Medical Image Pre-training with Geometric Context Priors
☆291Apr 9, 2026Updated 6 months ago
Alternatives and similar repositories for Large-Scale-Medical
Users that are interested in Large-Scale-Medical are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [CVPR 2024] VoCo: A Simple-yet-Effective Volume Contrastive Learning Framework for 3D Medical Image Analysis☆236Dec 1, 2025Updated 11 months ago
- [Nature Communications 2025] Large-Scale Generative Tumor Synthesis in Computed Tomography Images for Improving Tumor Recognition☆63Mar 20, 2026Updated 7 months ago
- [ICLR 2026] Glance and Focus Reinforcement for Pan-cancer Screening☆37May 14, 2026Updated 5 months ago
- [ICLR 2024 oral; top 1.2%] Supervised Pre-Trained 3D Models for Medical Image Analysis (9,262 CT volumes + 25 annotated classes)☆433Oct 26, 2026Updated last week
- [Nature Communications 2026] A universal foundation model for grounded biomedical image interpretation☆76Jun 12, 2026Updated 4 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [IEEE GRSS/ ISPRS 2021 Remote Sensing Contest Champion] Linshan Wu, Leyuan Fang, Shutao Li☆13Mar 28, 2023Updated 3 years ago
- This is the official repository for the IEEE TMI paper titled "MiM: mask in mask self-supervised pre-training for 3D medical image analys…☆25Jul 8, 2025Updated last year
- ☆237Oct 15, 2026Updated 2 weeks ago
- [NeurIPS 2024] Touchstone - Benchmarking AI on 5,172 o.o.d. CT volumes and 9 anatomical structures☆141Aug 25, 2026Updated 2 months ago
- [ICCV 2025] AbdomenAtlas 3.0 (9,262 CT volumes + medical reports). These “superhuman” reports are more accurate, detailed, standardized, …☆229Aug 26, 2026Updated 2 months ago
- code for "Triad: Vision Foundation Model for 3D Magnetic Resonance Imaging"☆71Mar 10, 2026Updated 7 months ago
- [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…☆62Aug 25, 2026Updated 2 months ago
- [CVPR 2024] Generalizable Tumor Synthesis - Realistic Synthetic Tumors in Liver, Pancreas, and Kidney☆220Aug 25, 2026Updated 2 months ago
- [npj Digital Medicine] A generalizable 3D framework and model for self-supervised learning in medical imaging☆184Nov 7, 2025Updated 11 months ago
- 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.
- [MICCAI & MEDIA 2025 Best Paper Award] Learning Segmentation from Radiology Reports☆141Oct 23, 2026Updated last week
- [NeurIPS 2023] AbdomenAtlas 1.0 (5,195 CT volumes + 9 annotated classes)☆312Aug 25, 2026Updated 2 months ago
- [MICCAI 2026] A longitudinal, multimodal algorithm for multi-tumor segmentation (learning from reports).☆19Sep 24, 2026Updated last month
- Developing Generalist Foundation Models from a Multimodal Dataset for 3D Computed Tomography☆429Jul 18, 2025Updated last year
- M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models☆470Apr 13, 2025Updated last year
- The official code for "Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data".☆572Jul 25, 2025Updated last year
- IEEE JBHI 2026 | MedSegAgent: A Universal and Scalable Multi-Agent System for Instructive Medical Image Segmentation☆50Oct 8, 2026Updated 3 weeks ago
- [npj Digital Medicine] The official repository for "Large-Vocabulary Segmentation for Medical Images with Text Prompts"☆311Dec 29, 2025Updated 10 months ago
- [MICCAI 2024] Cellular Automata for Tumor Development - Realistic Synthetic Tumors in Liver, Pancreas, and Kidney☆47Aug 30, 2025Updated last year
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- [IEEE TMI] Tumor synthesis leveraging medical reports.☆50Aug 25, 2026Updated 2 months ago
- The official code for "SegVol: Universal and Interactive Volumetric Medical Image Segmentation".☆393Jan 11, 2026Updated 9 months ago
- [MICCAI 2023] MedNeXt is a fully ConvNeXt architecture for 3D medical image segmentation.☆537Nov 2, 2024Updated 2 years ago
- [ICCV 2023] CLIP-Driven Universal Model; Rank first in MSD Competition.☆679Oct 24, 2025Updated last year
- ☆24Aug 25, 2026Updated 2 months ago
- [MIA 2026] MG-3D: Multi-Grained Knowledge-Enhanced Vision-Language Pre-training for 3D Medical Image Analysis☆10Mar 14, 2026Updated 7 months ago
- Project Imaging-X: A Survey of 1000+ Open-Access Medical Imaging Datasets for Foundation Model Development☆491Oct 15, 2026Updated 2 weeks ago
- Fine-grained Vision-language Pre-training for Enhanced CT Image Understanding (ICLR 2025)☆131Jan 16, 2026Updated 9 months ago
- LesionLocator is a framework for zero-shot lesion segmentation and longitudinal tumor tracking in 3D full-body imaging.☆115Sep 21, 2026Updated last month
- 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.
- 🩻 Whole-body CT segmentation made simple: 22,022 scans, 167 structures, one open solution.☆89Sep 17, 2026Updated last month
- [Nature 2026] Merlin is a 3D VLM for computed tomography that leverages both structured electronic health records (EHR) and unstructured …☆504Sep 24, 2026Updated last month
- CVPR 2024 (Highlight)☆150Oct 20, 2024Updated 2 years ago
- nnInteractive is a framework for 3D interactive segmentation, supporting intuitive prompts like points, scribbles, bounding boxes, and la…☆522Oct 27, 2026Updated last week
- SAM-Med3D: An Efficient General-purpose Promptable Segmentation Model for 3D Volumetric Medical Image☆972Sep 21, 2025Updated last year
- Python wrapper to unify reading/writing via NiBabel, pynrrd and SimpleITK within a unified and simple interface.☆19Apr 10, 2026Updated 6 months ago
- CT-FM: A 3D Image-Based Foundation Model for Computed Tomography☆85Apr 22, 2026Updated 6 months ago