FirasGit/medicaldiffusion
Medical Diffusion: This repository contains the code to our paper Medical Diffusion: Denoising Diffusion Probabilistic Models for 3D Medical Image Synthesis
This project helps medical researchers and practitioners generate synthetic 3D medical images from existing datasets, which can be useful for training AI models or data augmentation. You provide a folder of NIfTI medical images, and the system produces new, realistic 3D medical images. This tool is designed for medical imaging researchers, radiologists, and data scientists working with medical image analysis.
482 stars. No commits in the last 6 months.
Use this if you need to create diverse and realistic synthetic 3D medical images to expand your dataset or test algorithms without patient privacy concerns.
Not ideal if you are looking for a pre-trained model for immediate use or do not have access to a GPU and basic Python environment.
Stars
482
Forks
79
Language
Jupyter Notebook
License
—
Category
Last pushed
May 12, 2023
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/diffusion/FirasGit/medicaldiffusion"
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.