Medical Image Synthesis Generative AI Tools

Generative AI models for synthesizing, reconstructing, and enhancing medical imaging data (MRI, CT, X-ray, etc.) to reduce scan times, improve image quality, or address privacy concerns. Does NOT include general medical image analysis, segmentation, or non-medical image synthesis.

There are 57 medical image synthesis tools tracked. 1 score above 70 (verified tier). The highest-rated is sdv-dev/Copulas at 81/100 with 634 stars and 234,851 monthly downloads. 2 of the top 10 are actively maintained.

Get all 57 projects as JSON

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

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#	Tool	Score	Tier	Stars	Language
1	sdv-dev/Copulas A library to model multivariate data using copulas.	81	Verified	634	Python
2	jmtomczak/intro_dgm "Deep Generative Modeling": Introductory Examples	58	Established	1,295	Jupyter Notebook
3	Mohamedelrefaie/DrivAerNet A Large-Scale Multimodal Car Dataset with Computational Fluid Dynamics...	45	Emerging	484	Python
4	RichardObi/medigan medigan - A Python Library of Pretrained Generative Models for Medical Image...	43	Emerging	195	Python
5	RiqiangGao/GDP-HMM_AAPMChallenge The code base for Generalizable Dose Prediction for Heterogenous...	41	Emerging	66	Python
6	StarLight1212/Generative-models This project aim to share the knowledge and code concerning generative...	31	Emerging	120	Python
7	lucidsim/lucidsim Official Repo for the paper "Learning Visual Parkour from Generated Images"...	30	Emerging	154	Python
8	mfs-iplab/block-based_deepfake-detection Official implementation of the paper ``DeepFeatureX Net: Deep Features...	29	Experimental	1	Python
9	tsiendragon/generative-ai-start-to-surrender Generative AI: From Start to Surrender – A Practical Guide to Mastering and...	29	Experimental	6	Jupyter Notebook
10	lanl/clarm Conditional Latent Autoregressive Recurrent Model for spatiotemporal learning	28	Experimental	9	Python
11	Zehong-Wang/G2PM [NeurIPS 25] Generative Graph Pattern Machine (G2PM)	28	Experimental	9	Python
12	amirbarda/MagicClay Official implementation of MagicClay: Sculpting Meshes with Generative...	25	Experimental	59	Python
13	RichardObi/mammo_dp Official repository of "Enhancing the Utility of Privacy-Preserving Cancer...	24	Experimental	1	Python
14	pcampeti/CMBSCAT Fast map-based emulator for augmentation of inhomogeneous maps on the HEALPix sphere.	24	Experimental	3	Jupyter Notebook
15	imankhazrak/DDPM_X-Ray GenAI Potentials to Enhance Medical Image Classification	23	Experimental	2	Jupyter Notebook
16	prashantsingh5/SketchVision-AI AI-powered sketch-to-image generation system that converts hand-drawn...	23	Experimental	1	Jupyter Notebook
17	amir-kazemi/uav-rf-id One-shot generative distribution matching for augmented RF-based UAV identification	23	Experimental	5	Python
18	lucidsim/weaver Image Generation Repo for the paper "Learning Visual Parkour from Generated...	23	Experimental	6	Python
19	RichardObi/ccnet Official repository of "Towards Learning Contrast Kinetics with...	23	Experimental	8	Python
20	lamm-mit/GraphGeneration GraphGeneration: Modeling and design of hierarchical bio-inspired de novo...	22	Experimental	9	Jupyter Notebook
21	opontorno/dcts_analysis_deepfakes Official implementation of the paper ``On the Exploitation of DCT-Traces in...	22	Experimental	4	Python
22	ivanrj7j/Pix2Pix-Image-Segmentation An image segmentation model implemented using pix2pix architecture.	22	Experimental	1	Jupyter Notebook
23	tehraninasab/pixelperfect-megamed [DGM4MICCAI 2025] Official implementation of "Pixel Perfect MegaMed: A...	22	Experimental	—	Python
24	yunqing-me/AdAM [NeurIPS-2022] Annual Conference on Neural Information Processing Systems	20	Experimental	19	Python
25	hh1368hh/deepPERFECT deepPERFECT: Generative AI for 3D deformation vector field generation using...	19	Experimental	—	Python
26	CyberAgentAILab/webcolor Official implementation of Generative Colorization of Structured Mobile Web...	19	Experimental	22	Python
27	kbhujbal/NostalgiaColorAI-color_old_photographs_autoencoder Deep learning grayscale (black and white) to color image conversion using...	18	Experimental	3	Python
28	bardiya2254kariminia/Age-Transformation-Without-Racial-Bias-Kinship-Verification Official implementation of the Paper "A Race Bias Free Face Aging Model for...	17	Experimental	6	Python
29	Arek-KesizAbnousi/MedImgSegmentation-GAN-LLM This project develops an advanced medical image segmentation system using...	17	Experimental	4	Python
30	JunyaoHu/2024-EyeOCT 2024年亚太眼科学会大数据竞赛使用人工智能自動從眼底照生成OCT （25/40）baseline 代码	17	Experimental	3	Python
31	Shantanujpk/mri-realism-3d-autoencoder 3D autoencoder-based system for reconstructing realistic brain MRI volumes...	16	Experimental	—	Python
32	mazurowski-lab/medical-image-similarity-metrics An evaluation framework for image generation metrics.	16	Experimental	7	Jupyter Notebook
33	davide-coccomini/Deepfake-Detection-Challenge-DFAD2023 Implementation of the winning solution for the Media Analytics Challenge 2023.	14	Experimental	24	Jupyter Notebook
34	xinyangATK/ProGBN The official implementation of "Bayesian Progressive Deep Topic Model with...	14	Experimental	7	Python
35	Shengwei-Peng/UAV-GenerativeAI-Navigation-Images Generative AI for UAV Navigation in Natural Environments. This project...	14	Experimental	7	Python
36	RichardObi/SimulatingDCE Official repository of "Simulating Dynamic Tumor Contrast Enhancement in...	14	Experimental	4	Python
37	Enten1992/GenerativeAI-Image-Synthesis A project exploring various techniques for generative AI, specifically...	14	Experimental	—	Python
38	shehabjuarddar/AI4S-101 Implement fluid vorticity field compression and reconstruction with...	14	Experimental	—	Jupyter Notebook
39	WillEdgington/ImageGenTestEnv PyTorch research environment for implementing and evaluating VAE, GAN, DDPM...	14	Experimental	—	Python
40	mahindrautela/CLARM Conditional Latent Autoregressive Recurrent Model (CLARM) for learning...	13	Experimental	8	—
41	opaserr/dam Code to generate anatomical changes observed over the course of radiotherapy...	13	Experimental	8	Python
42	Assem-ElQersh/General-SISR-Framework Production-grade Single Image Super-Resolution framework in pure PyTorch	12	Experimental	1	Python
43	RichardObi/pre_post_synthesis Official repository for "Pre- to Post-Contrast Breast MRI Synthesis for...	12	Experimental	12	Python
44	piyushpiku/convective-genai-engineering Generative AI framework for Industrial Tomography, using Physics-Informed...	12	Experimental	1	Python
45	Artin-Tavasoli/Deep-Generative-Models A comprehensive collection of implementations for Deep Generative Models,...	12	Experimental	1	Jupyter Notebook
46	silumankucing/Computational-Design-Engineering TGNN-assisted design engineering	12	Experimental	1	C#
47	christalphilip/transform-age Face re-aging with a pretrained U-Net model. Transform face images to appear...	11	Experimental	—	Python
48	0-mostafa-rezaee-0/GenAI_Image_Tutorial Step-by-step tutorial to implement DDPM and PGGANs on Chest X-Ray images,...	11	Experimental	2	Jupyter Notebook
49	sugia/sketch-to-car Turn drawing strokes into beautiful vehicle pictures.	11	Experimental	2	Jupyter Notebook
50	EdwynBrient/HRRPGen-geometry Experiments following the paper "Conditional Generative Models for...	11	Experimental	—	Python
51	fraadap/Synthetic-Brain-Cancer-Image-Generation-and-Classification This project leverages artificial intelligence to address ethical and...	11	Experimental	—	Python
52	mohsensadr/GenAI Generative AI models including DDPM, OT, etc, implemented in PyTorch.	11	Experimental	—	Python
53	MohamadTaghizadeh/ImageColorization Image Colorization is a service to colorize the gray scale images using...	11	Experimental	—	Python
54	AndrewDarnall/SynReal SynReal: an Attention-Guided GAN architecture for Unpaired Image 2 Image...	11	Experimental	—	Jupyter Notebook
55	nifleisch/joint-distribution-generator A deep learning approach to generate data from a joint distribution defined...	10	Experimental	1	Python
56	asiff00/Medical-Image-Generation-With-Gans-Tensorflow The primary aim is to train the GAN to generate highly realistic synthetic...	10	Experimental	1	Jupyter Notebook
57	francescotss/KD-AIGC-Detection Knowledge Distillation for AI-Generated Image Detection in a Continual...	10	Experimental	1	Jupyter Notebook