This repository provides a 3D implementation of DINOv2 for self-supervised pretraining on volumetric (3D) medical images using Lightly, MONAI, and Pytorch Lightning!
☆60Aug 5, 2026Updated 2 months ago
Alternatives and similar repositories for DINOv2-3D-Med
Users that are interested in DINOv2-3D-Med are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Streamline deep learning experiments using config files☆72Sep 19, 2026Updated last month
- Processing Library and Analysis Toolkit for Medical Imaging in Python☆150May 20, 2026Updated 5 months ago
- ☆231Updated this week
- ☆27Dec 1, 2025Updated 10 months ago
- This repo contains the source code for the thymus health projects.☆26Mar 18, 2026Updated 7 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.
- ☆164Sep 11, 2026Updated last month
- ☆14Jun 24, 2024Updated 2 years ago
- ☆23Oct 7, 2026Updated 2 weeks ago
- A deep learning-based fully-automatic intravenous contrast detection tool for head-and-neck and chest CT scans.☆23Aug 15, 2023Updated 3 years ago
- This is an official repo for the paper of "Are Vision Foundation Models Ready for Out-of-the-Box Medical Image Registration?"☆37Aug 14, 2025Updated last year
- LesionLocator is a framework for zero-shot lesion segmentation and longitudinal tumor tracking in 3D full-body imaging.☆115Sep 21, 2026Updated last month
- Python wrapper for Plastimatch.☆20Updated this week
- ☆104Sep 16, 2025Updated last year
- ☆19Oct 2, 2026Updated 2 weeks 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.
- [Nature 2026] Merlin is a 3D VLM for computed tomography that leverages both structured electronic health records (EHR) and unstructured …☆491Sep 24, 2026Updated 3 weeks ago
- Implemention of the Paper "MultiTalent: A Multi-Dataset Approach to Medical Image Segmentation"☆71Jun 29, 2026Updated 3 months ago
- ☆47Dec 22, 2024Updated last year
- Self-guided notebook tutorials to help get started with IDC☆50Sep 10, 2026Updated last month
- examples of using PyMIC for medical image computing with deep learning☆33Feb 23, 2026Updated 7 months ago
- Active Learning in the era of Foundation Models☆14Apr 16, 2025Updated last year
- ☆47Jun 5, 2026Updated 4 months ago
- [NeurIPS 2023] AbdomenAtlas 1.0 (5,195 CT volumes + 9 annotated classes)☆311Aug 25, 2026Updated last month
- Convert the TotalSegmentator dataset into the nnUNet format☆20Aug 1, 2023Updated 3 years 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.
- AI-CAC is a deep learning model that segments and scores coronary artery calcium (CAC) on routine non-gated, non-contrast chest CT scans.☆35Oct 9, 2026Updated last week
- Free-Text Promptable Universal 3D Medical Image Segmentation☆279Oct 10, 2026Updated last week
- nnInteractive is a framework for 3D interactive segmentation, supporting intuitive prompts like points, scribbles, bounding boxes, and la…☆510Sep 26, 2026Updated 3 weeks ago
- [MICCAI 2023] MedNeXt is a fully ConvNeXt architecture for 3D medical image segmentation.☆536Nov 2, 2024Updated last year
- [npj Digital Medicine] A generalizable 3D framework and model for self-supervised learning in medical imaging☆182Nov 7, 2025Updated 11 months ago
- Medical Image Radiomics Processor☆89Sep 23, 2026Updated 3 weeks ago
- Beta Version. Browse and run all mhub models directly within 3D Slicer.☆12Sep 9, 2026Updated last month
- [ICML 2026] Foundation VAE for CT Reconstruction, Augmentation, and Generation☆43Jul 6, 2026Updated 3 months ago
- Natural language interface to NCI Imaging Data Commons☆42Oct 8, 2026Updated last week
- 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.
- MONAI Cloud API developments for intelligent imaging and learning tools, fostering innovation in medical imaging and AI-driven servic…☆31Jul 1, 2024Updated 2 years ago
- This study presents the development and validation of AI models for both nodule detection and cancer classification tasks. This benchmark…☆50Jun 2, 2026Updated 4 months ago
- 3DSlicer plugin for inpainting lung nodules in 3D chest CT data.☆11Dec 2, 2024Updated last year
- Code for Paper Predicting Osteoarthritis Progression via Unsupervised Adversarial Representation Learning☆14Aug 11, 2022Updated 4 years ago
- Clinically-Interpretable Radiomics [MICCAI'22, CMPB'21]☆43Feb 9, 2023Updated 3 years ago
- Stores the MHub models dockerfiles and scripts.☆11Apr 30, 2026Updated 5 months ago
- [ISBI 2025] Design Data Before Models: Using large vision-language models to automatically enhance medical dataset annotations.☆35Jan 28, 2026Updated 8 months ago