Medical Image Diffusion Diffusion Models

Diffusion models applied to medical imaging tasks including segmentation, synthesis, generation, and disease progression modeling of brain MRI, tumors, and histopathology. Does NOT include general medical AI, non-diffusion medical image processing, or non-medical image applications.

There are 40 medical image diffusion models tracked. The highest-rated is ge-xing/Diff-UNet at 37/100 with 192 stars.

Get all 40 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=diffusion&subcategory=medical-image-diffusion&limit=20"

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#	Model	Score	Tier	Stars	Language
1	ge-xing/Diff-UNet Diff-UNet: A Diffusion Embedded Network for Volumetric Segmentation. (using...	37	Emerging	192	Python
2	LemuelPuglisi/BrLP [MICCAI, 2024] (Oral, RU @ MedIA Best Paper Award) Official implementation...	36	Emerging	122	Python
3	sandialabs/pvcracks Si-PV cell crack image recognition, modeling, and power loss prediction	35	Emerging	3	Jupyter Notebook
4	GabrieleLozupone/LDAE Official PyTorch implementation of "Latent Diffusion Autoencoders: Toward...	35	Emerging	32	Jupyter Notebook
5	Warvito/generative_chestxray Repository to train Latent Diffusion Models on Chest X-ray data (MIMIC-CXR)...	32	Emerging	65	Python
6	jwmao1/MedSegFactory [ICCV 2025] MedSegFactory: Text-Guided Generation of Medical Image-Mask Pairs	32	Emerging	32	Python
7	sauravdosi/mediffuse Imagine converting a CT scan into a photorealistic MRI—and back again—in...	31	Emerging	4	Python
8	GlastonburyGroup/ImLatent Deep learning pipeline to obtain latent representation from images using 2D...	31	Emerging	4	Python
9	Hejrati/cDAL Conditional diffusion model with spatial attention and latent embedding for...	28	Experimental	45	Python
10	brAIn-science/CoCoLIT [AAAI, 2026] Official implementation of "CoCoLIT: ControlNet-Conditioned...	27	Experimental	10	Jupyter Notebook
11	ZhngQ1/Measuring-Noise-Level-Dependence-in-Conditional-Image-Generation Quantitative framework for measuring how conditioning effectiveness varies...	27	Experimental	7	TeX
12	gudaochangsheng/MaskUnet [CVPR 2025] Official PyTorch implementation of Not All Parameters Matter:...	25	Experimental	32	Python
13	alawryaguila/CondDiff Pytorch code for "Conditional diffusion models for guided anomaly detection...	25	Experimental	2	Python
14	0xallam/BrainLens Image Reconstruction from Brain fMRI imaging using Diffusion Models	25	Experimental	5	Python
15	jonasricker/aeroblade [CVPR2024] AEROBLADE: Training-Free Detection of Latent Diffusion Images...	24	Experimental	69	Python
16	haoningwu3639/MRGen [ICCV 2025] MRGen: Segmentation Data Engine for Underrepresented MRI Modalities	24	Experimental	39	Python
17	GlastonburyGroup/CardiacDiffAE_GWAS Official code for the paper "Unsupervised cardiac MRI phenotyping with 3D...	23	Experimental	5	Python
18	FabianFalck/unet-design Official PyTorch implementation of "A Unified Framework for U-Net Design and...	23	Experimental	20	Python
19	junjie-shentu/CXR-IRGen Implementation of the paper "CXR-IRGen: An Integrated Vision and Language...	22	Experimental	21	Python
20	TIO-IKIM/PhaseGen PhaseGen - Generate MRI raw data based on magnitudinal data	22	Experimental	12	Python
21	AIM-KannLab/pediatric-brain-age Code for paper "Diffusion Deep Learning for Brain Age Prediction and...	21	Experimental	10	Python
22	PatrickSVM/Diffusion-Models-for-Brain-Tumor-MRI-Scans Training of Noise-to-Image Diffusion Model on Multi-Channel Brain Tumor MRI Scans.	20	Experimental	12	Jupyter Notebook
23	jhuldr/USB Unified Synthetic Brain Framework for Bidirectional Pathology–Healthy...	20	Experimental	14	Python
24	faildeny/debiasing-cardiac-mri Code repository for paper: Fairness-Aware Data Augmentation for Cardiac MRI...	19	Experimental	5	Python
25	lyle-mlengineer/savannafaces A web service for generating authentic looking kenyan faces.	19	Experimental	—	CSS
26	WenhaoYuan337/EMcopilot Related codes for Generative learning of morphological and contrast...	19	Experimental	7	Python
27	isno0907/LDMAE Latent Diffusion Models with Masked AutoEncoders (LDMAE) official code	18	Experimental	12	Python
28	kunzhan/BrainGuard AAAI 2025 (Oral), BrainGuard: Privacy-Preserving Multisubject Image...	17	Experimental	21	Python
29	gmongaras/Latent_Diffusion_Model_Imagenet2012 A latent flow-based diffusion model trained on the 2012 ImageNet dataset...	16	Experimental	23	Python
30	reshalfahsi/medical-image-generation Medical Image Generation Using Diffusion Model	16	Experimental	2	Jupyter Notebook
31	Parth-nXp/BrainDiffU-Net A decentralized, diffusion-based U-Net framework for privacy-preserving...	15	Experimental	—	Python
32	SeyedMuhammadHosseinMousavi/Synthetic-Data-Generation-Algorithms Synthetic Data Generation Algorithms (VAE-GAN-Diffusion Model-LSTM-Copula)	14	Experimental	9	Python
33	risc-mi/braintumor-ddpm Using learned visual representations from diffusion models for brain tumor...	12	Experimental	20	Python
34	pbarbarant/fmri2image_alignment A package for fMRI to image reconstruction using functional alignment	12	Experimental	3	Python
35	yXiangXiong/MR-Brainstem-Glioma-Synthesis ISMRM 2022 Abstract. A multi-task generative network for simultaneous...	12	Experimental	3	Python
36	anto18671/fairface-diffusion A diffusion model trained on FairFace with discrete conditioning on age,...	12	Experimental	1	Python
37	meanderinghuman/DiffuKnee A PyTorch implementation of a diffusion-model + U-Net pipeline for automated...	12	Experimental	1	Python
38	federicobrancasi/neural-anomaly-metric-paper Anomaly detection approach for quality assessment of quantized diffusion...	11	Experimental	—	TeX
39	raghuveerbhat/BrightFieldDiffusion Predicting major subcellular structures from a single input transmitted...	11	Experimental	2	Python
40	Zenchiyu/diffusion Deep Learning Project on Diffusion Models for Image Generation	10	Experimental	1	Python