sfu-mial / DermSynth3DLinks
Official code for "DermSynth3D: Synthesis of in-the-wild Annotated Dermatology Images". A data generation pipeline for creating photorealistic in-the-wild synthetic dermatalogical data with rich multi-task annotations for various skin-analysis tasks.
☆30Updated last year
Alternatives and similar repositories for DermSynth3D
Users that are interested in DermSynth3D are comparing it to the libraries listed below
Sorting:
- ☆36Updated this week
- This is an official repo for the paper of "Are Vision Foundation Models Ready for Out-of-the-Box Medical Image Registration?"☆30Updated 3 months ago
- [Nature Medicine'25] A Multimodal Vision Foundation Model for Clinical Dermatology☆108Updated 2 weeks ago
- ☆93Updated 2 months ago
- Official implementation of "EchoTracker: Advancing Myocardial Point Tracking in Echocardiography". (MICCAI 2024)☆48Updated last year
- ☆119Updated 2 years ago
- SAM-Med2D: Bridging the Gap between Natural Image Segmentation and Medical Image Segmentation☆66Updated 2 years ago
- The SCIN dataset contains 10,000+ images of dermatology conditions, crowdsourced with informed consent from US internet users. Contributi…☆148Updated 11 months ago
- Official code for the Paper "RaDialog: A Large Vision-Language Model for Radiology Report Generation and Conversational Assistance"☆105Updated 5 months ago
- 3D Slicer extension for Segment Anything Model (SAM) developed by Meta☆65Updated 5 months ago
- Repo for MedSyn: Text-guided Anatomy-aware Synthesis of High-Fidelity 3D CT Images☆52Updated last year
- medigan - A Python Library of Pretrained Generative Models for Medical Image Synthesis☆190Updated last year
- Official implementation for "Generative AI for Medical Imaging: extending the MONAI Framework"☆55Updated 2 years ago
- ☆31Updated 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
- Code for "Segment Anything Model for Medical Image Analysis: an Experimental Study" in Medical Image Analysis☆169Updated last year
- [MedIA'25] Learning multi-modal representations by watching hundreds of surgical video lectures☆76Updated 2 months ago
- VinDr-RibCXR: A Benchmark Dataset for Automatic Segmentation and Labeling of Individual Ribs on Chest X-rays☆19Updated 2 years ago
- ☆187Updated 9 months ago
- ☆50Updated last year
- Medical image captioning using OpenAI's CLIP☆87Updated 2 years ago
- some resources on my path in deep learning and medical image analysis☆40Updated 4 months ago
- ☆27Updated last year
- [IEEE JBHI'25] Improving Foundation Model for Endoscopy Video Analysis via Representation Learning on Long Sequences☆20Updated last month
- SAM-Med3D: An Efficient 3D Model for Promptable Volumetric Medical Image Segmentation☆40Updated last year
- [ECCV ISIC Workshop 2022 (best paper)] FairDisCo: Fairer AI in Dermatology via Disentanglement Contrastive Learning (an official implemen…☆16Updated 2 years ago
- VinDr-SpineXR: A deep learning framework forspinal lesions detection and classification from radiographs☆23Updated last year
- [MIDL 2025] Efficient Automated Interpretation of Medical Images with Large-Scale Generalizable Autoencoders☆157Updated last month
- The Sprint AI Training for African Medical Imaging Knowledge Translation (SPARK) program is designed to train a new generation of African…☆10Updated 8 months ago
- Foundation 3D ViT model for volumetric head CT☆46Updated last month