This repository provides a 3D implementation of DINOv2 for self-supervised pretraining on volumetric (3D) medical images using Lightly, MONAI, and Pytorch Lightning!
☆59Apr 24, 2026Updated 3 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☆73Dec 9, 2025Updated 7 months ago
- ☆12Nov 13, 2025Updated 8 months ago
- ☆157Oct 7, 2025Updated 9 months ago
- Processing Library and Analysis Toolkit for Medical Imaging in Python☆151May 20, 2026Updated 2 months ago
- Foundation 3D ViT model for volumetric head CT - Nature Biomedical Engineering☆62Apr 22, 2026Updated 3 months ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ☆26Dec 1, 2025Updated 7 months ago
- This repo contains the source code for the thymus health projects.☆23Mar 18, 2026Updated 4 months ago
- ☆14Jun 24, 2024Updated 2 years ago
- Python wrapper for Plastimatch.☆20Apr 1, 2025Updated last year
- ☆23Jul 17, 2026Updated last week
- 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 11 months ago
- LesionLocator is a framework for zero-shot lesion segmentation and longitudinal tumor tracking in 3D full-body imaging.☆109Apr 1, 2026Updated 3 months ago
- ☆95Sep 16, 2025Updated 10 months ago
- ☆47Dec 22, 2024Updated 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.
- ☆16May 21, 2026Updated 2 months ago
- [Nature 2026] Merlin is a 3D VLM for computed tomography that leverages both structured electronic health records (EHR) and unstructured …☆454May 23, 2026Updated 2 months ago
- Self-guided notebook tutorials to help get started with IDC☆49Jul 13, 2026Updated 2 weeks ago
- examples of using PyMIC for medical image computing with deep learning☆33Feb 23, 2026Updated 5 months ago
- Fully automatic coronary calcium risk assessment using Deep Learning.☆54Jun 30, 2021Updated 5 years ago
- Convert the TotalSegmentator dataset into the nnUNet format☆19Aug 1, 2023Updated 2 years ago
- Active Learning in the era of Foundation Models☆14Apr 16, 2025Updated last year
- ☆47Jun 5, 2026Updated last month
- AI-CAC is a deep learning model that segments and scores coronary artery calcium (CAC) on routine non-gated, non-contrast chest CT scans.☆29Jul 17, 2026Updated last week
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆160Jul 6, 2026Updated 3 weeks ago
- [npj Digital Medicine] A generalizable 3D framework and model for self-supervised learning in medical imaging☆162Nov 7, 2025Updated 8 months ago
- Medical Image Radiomics Processor☆88Updated this week
- Natural language interface to NCI Imaging Data Commons☆41Jul 20, 2026Updated last week
- nnInteractive is a framework for 3D interactive segmentation, supporting intuitive prompts like points, scribbles, bounding boxes, and la…☆462Jul 10, 2026Updated 2 weeks ago
- 3DSlicer plugin for inpainting lung nodules in 3D chest CT data.☆11Dec 2, 2024Updated last year
- AI-assisted academic writing skills for medical AI research☆22Jun 14, 2026Updated last month
- [NeurIPS Datasets & Benchmarks 2025] SMMILE: An Expert-Driven Benchmark for Multimodal Medical In-Context Learning☆15Dec 2, 2025Updated 7 months ago
- Clinically-Interpretable Radiomics [MICCAI'22, CMPB'21]☆42Feb 9, 2023Updated 3 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- This study presents the development and validation of AI models for both nodule detection and cancer classification tasks. This benchmark…☆48Jun 2, 2026Updated last month
- SegmentAnyBone: A Universal Model that Segments Any Bone at Any Location on MRI☆124Dec 23, 2024Updated last year
- Free-Text Promptable Universal 3D Medical Image Segmentation☆245Updated this week
- Code for Paper Predicting Osteoarthritis Progression via Unsupervised Adversarial Representation Learning☆14Aug 11, 2022Updated 3 years ago
- Implemention of the Paper "MultiTalent: A Multi-Dataset Approach to Medical Image Segmentation"☆69Jun 29, 2026Updated last month
- Stores the MHub models dockerfiles and scripts.☆11Apr 30, 2026Updated 2 months ago
- A multilabel lymph node segmentation dataset from contrast CT☆28Jul 29, 2025Updated last year