AIM-Harvard / DINOv2-3D-MedLinks
This repository provides a 3D implementation of DINOv2 for self-supervised pretraining on volumetric (3D) medical images using Lightly, MONAI, and Pytorch Lightning!
☆47Updated last week
Alternatives and similar repositories for DINOv2-3D-Med
Users that are interested in DINOv2-3D-Med are comparing it to the libraries listed below
Sorting:
- This is an official repo for the paper of "Are Vision Foundation Models Ready for Out-of-the-Box Medical Image Registration?"☆34Updated 5 months ago
- LesionLocator is a framework for zero-shot lesion segmentation and longitudinal tumor tracking in 3D full-body imaging.☆88Updated this week
- Self distilled masked transformer based segmentor used in MICCAI 2022 paper by Jiang J, ... Veeraraghavan H et.al☆30Updated 2 years ago
- ☆71Updated 4 months ago
- Report Guided Annotation☆22Updated last year
- ☆15Updated 11 months ago
- Foundation 3D ViT model for volumetric head CT☆49Updated 4 months ago
- Clinically-Interpretable Radiomics [MICCAI'22, CMPB'21]☆40Updated 2 years ago
- ☆26Updated 2 months ago
- Prostate cancer detection from ultrasound using foundation models and domain knowledge☆14Updated 6 months ago
- ☆21Updated 2 years ago
- Preprocessing 3D medical images and image archives —geared towards prostate cancer detection in MRI.☆27Updated 10 months ago
- ☆55Updated last year
- CT-FM: A 3D Image-Based Foundation Model for Computed Tomography☆63Updated 11 months ago
- fitushar / WeaklySupervised-3D-Classification-of-Chest-CT-using-Aggregated-MultiResolution-Segmentation-FeatureThis Repo contains the updated implementation of our paper "Weakly supervised 3D classification of chest CT using aggregated multi-resolu…☆25Updated 5 years ago
- 3DSlicer plugin for inpainting lung nodules in 3D chest CT data.☆11Updated last year
- Anatomical Foundation Models for Brain MRIs☆16Updated 8 months ago
- ☆25Updated this week
- Annotations for the PI-CAI Challenge: Public Training and Development Dataset☆68Updated 7 months ago
- Torch utilities for 3D medical imaging☆53Updated 2 weeks ago
- MIST: A simple and scalable end-to-end framework for 3D medical imaging segmentation.☆53Updated 3 weeks ago
- ☆16Updated last month
- examples of using PyMIC for medical image computing with deep learning☆34Updated last year
- Repository for the Universal Lesion Segmentation Challenge '23☆39Updated 8 months ago
- Tool for robust segmentation of >100 important anatomical structures in CT images☆26Updated last year
- 3D Slicer extension for Segment Anything Model (SAM) developed by Meta☆68Updated 7 months ago
- Publication in Nature Scientific Reports: Self-Supervised Pre-Training with Contrastive and Masked Autoencoder Methods for Dealing with S…☆21Updated last year
- Official Code Release for "Adapting Pre-trained Vision Transformers from 2D to 3D through Weight Inflation Improves Medical Image Segment…☆52Updated 2 years ago
- ☆53Updated 9 months ago
- ☆46Updated last year