edshkim98/DiffusionIQT
An official repository for 'A 3D Conditional Diffusion Model for Image Quality Transfer - An Application to Low-Field MRI' presented at NeurIPS DGM4H 2023
This project helps medical professionals and researchers improve the clarity of low-quality 3D medical images, particularly from low-field MRI scans. It takes a blurry or noisy 3D medical scan and outputs a much clearer, enhanced version, making it easier to analyze for diagnosis or research. Radiologists, neuroscientists, and medical imaging researchers would find this valuable.
No commits in the last 6 months.
Use this if you need to enhance the quality of 3D medical images, especially low-field MRI data, to reveal finer details for clinical assessment or research.
Not ideal if you are working with 2D images or medical imaging modalities other than MRI.
Stars
16
Forks
2
Language
Python
License
—
Category
Last pushed
Apr 15, 2025
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/diffusion/edshkim98/DiffusionIQT"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
huggingface/diffusers
🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.
bghira/SimpleTuner
A general fine-tuning kit geared toward image/video/audio diffusion models.
mcmonkeyprojects/SwarmUI
SwarmUI (formerly StableSwarmUI), A Modular Stable Diffusion Web-User-Interface, with an...
nateraw/stable-diffusion-videos
Create 🔥 videos with Stable Diffusion by exploring the latent space and morphing between text prompts
TheDesignFounder/DreamLayer
Benchmark diffusion models faster. Automate evals, seeds, and metrics for reproducible results.