This repository provides a 3D implementation of DINOv2 for self-supervised pretraining on volumetric (3D) medical images using Lightly, MONAI, and Pytorch Lightning!
☆53Apr 24, 2026Updated last month
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:
- Python wrapper for Plastimatch.☆20Apr 1, 2025Updated last year
- ☆14Jun 24, 2024Updated last year
- Clinically-Interpretable Radiomics [MICCAI'22, CMPB'21]☆42Feb 9, 2023Updated 3 years ago
- A multilabel lymph node segmentation dataset from contrast CT☆28Jul 29, 2025Updated 10 months ago
- examples of using PyMIC for medical image computing with deep learning☆33Feb 23, 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.
- Convert the TotalSegmentator dataset into the nnUNet format☆20Aug 1, 2023Updated 2 years ago
- Streamline deep learning experiments using config files☆74Dec 9, 2025Updated 5 months ago
- 3DSlicer plugin for inpainting lung nodules in 3D chest CT data.☆11Dec 2, 2024Updated last year
- LesionLocator is a framework for zero-shot lesion segmentation and longitudinal tumor tracking in 3D full-body imaging.☆106Apr 1, 2026Updated last month
- Slicer3D extension for rating using Likert-type score Deep-learning generated segmentations, with segment editor functionality. Created t…☆26May 20, 2026Updated last week
- CT-FM: A 3D Image-Based Foundation Model for Computed Tomography☆68Apr 22, 2026Updated last month
- ☆86Sep 16, 2025Updated 8 months ago
- Fully automatic coronary calcium risk assessment using Deep Learning.☆50Jun 30, 2021Updated 4 years ago
- [NeurIPS 2025] Completeness-Aware Reconstruction Enhancement☆37Oct 18, 2025Updated 7 months ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ☆14Sep 23, 2022Updated 3 years ago
- ☆26Dec 1, 2025Updated 5 months ago
- Instructions for the RWTH Compute Cluster☆12Nov 8, 2022Updated 3 years ago
- The Centerline-Cross Entropy Loss for Vessel-Like Structure Segmentation: Better Topology Consistency Without Sacrificing Accuracy. Paper…☆28Oct 7, 2024Updated last year
- Radiation Oncology NLP Database☆26Oct 9, 2024Updated last year
- ☆31Apr 9, 2026Updated last month
- MONAIViz - 3D Slicer Extension☆27Apr 6, 2026Updated last month
- Official implementation of the Fréchet Radiomic Distance☆30Feb 26, 2026Updated 3 months ago
- [Nature Machine Intelligence 2024] Code and evaluation repository for the paper☆132Mar 5, 2025Updated last year
- 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.
- Foundation 3D ViT model for volumetric head CT - Nature Biomedical Engineering☆54Apr 22, 2026Updated last month
- SQL for Data Analytics - Fourth Edition, published by Packt☆50Apr 22, 2026Updated last month
- Self-guided notebook tutorials to help get started with IDC☆47Feb 16, 2026Updated 3 months ago
- GWAS and rare variants tests at high speed using regenie☆16Feb 18, 2026Updated 3 months ago
- AI-enabled Mouse Organ Segmentation☆15Jan 26, 2021Updated 5 years ago
- Medical Image Radiomics Processor☆84May 11, 2026Updated 2 weeks ago
- Single-image test-time domain adaptation for segmentation models.☆26Apr 16, 2024Updated 2 years ago
- ☆13Nov 28, 2025Updated 6 months ago
- A deep learning-based fully-automatic intravenous contrast detection tool for head-and-neck and chest CT scans.☆24Aug 15, 2023Updated 2 years 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.
- Extension for 3D Slicer for running MONAI Auto3DSeg models☆123Apr 18, 2026Updated last month
- Perona-Malik diffusion or anisotropic diffusion is a computer vision filtering technique that aims at reducing image noise without reduci…☆12Sep 20, 2015Updated 10 years ago
- GMAI-VL & GMAI-VL-5.5M: A Large Vision-Language Model and A Comprehensive Multimodal Dataset Towards General Medical AI.☆90Apr 13, 2026Updated last month
- ☆41Jun 20, 2025Updated 11 months ago
- Training and evaluating self-supervised deep neural networks☆27Sep 10, 2017Updated 8 years ago
- [NeurIPS 2024] Touchstone - Benchmarking AI on 5,172 o.o.d. CT volumes and 9 anatomical structures☆137Nov 24, 2025Updated 6 months ago
- Skeleton segmentation in CT images☆35Feb 11, 2025Updated last year