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 59 medical image synthesis tools tracked. 1 score above 70 (verified tier). The highest-rated is sdv-dev/Copulas at 75/100 with 634 stars. 2 of the top 10 are actively maintained.

Get all 59 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.	75	Verified	634	Python
2	jmtomczak/intro_dgm "Deep Generative Modeling": Introductory Examples	62	Established	1,295	Jupyter Notebook
3	Mohamedelrefaie/DrivAerNet A Large-Scale Multimodal Car Dataset with Computational Fluid Dynamics...	52	Established	484	Python
4	RichardObi/medigan medigan - A Python Library of Pretrained Generative Models for Medical Image...	50	Established	195	Python
5	RiqiangGao/GDP-HMM_AAPMChallenge The code base for Generalizable Dose Prediction for Heterogenous...	48	Emerging	66	Python
6	StarLight1212/Generative-models This project aim to share the knowledge and code concerning generative...	38	Emerging	120	Python
7	lucidsim/lucidsim Official Repo for the paper "Learning Visual Parkour from Generated Images"...	37	Emerging	154	Python
8	lanl/clarm Conditional Latent Autoregressive Recurrent Model for spatiotemporal learning	35	Emerging	9	Python
9	Zehong-Wang/G2PM [NeurIPS 25] Generative Graph Pattern Machine (G2PM)	34	Emerging	9	Python
10	tsiendragon/generative-ai-start-to-surrender Generative AI: From Start to Surrender – A Practical Guide to Mastering and...	32	Emerging	6	Jupyter Notebook
11	amirbarda/MagicClay Official implementation of MagicClay: Sculpting Meshes with Generative...	32	Emerging	59	Python
12	pcampeti/CMBSCAT Fast map-based emulator for augmentation of inhomogeneous maps on the HEALPix sphere.	31	Emerging	3	Jupyter Notebook
13	imankhazrak/DDPM_X-Ray GenAI Potentials to Enhance Medical Image Classification	30	Emerging	2	Jupyter Notebook
14	amir-kazemi/uav-rf-id One-shot generative distribution matching for augmented RF-based UAV identification	30	Emerging	5	Python
15	lucidsim/weaver Image Generation Repo for the paper "Learning Visual Parkour from Generated...	30	Emerging	6	Python
16	lamm-mit/GraphGeneration GraphGeneration: Modeling and design of hierarchical bio-inspired de novo...	29	Experimental	9	Jupyter Notebook
17	ivanrj7j/Pix2Pix-Image-Segmentation An image segmentation model implemented using pix2pix architecture.	29	Experimental	1	Jupyter Notebook
18	prashantsingh5/SketchVision-AI AI-powered sketch-to-image generation system that converts hand-drawn...	27	Experimental	1	Jupyter Notebook
19	yunqing-me/AdAM [NeurIPS-2022] Annual Conference on Neural Information Processing Systems	27	Experimental	19	Python
20	CyberAgentAILab/webcolor Official implementation of Generative Colorization of Structured Mobile Web...	26	Experimental	22	Python
21	RichardObi/mammo_dp Official repository of "Enhancing the Utility of Privacy-Preserving Cancer...	26	Experimental	1	Python
22	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	24	Experimental	3	Python
23	bardiya2254kariminia/Age-Transformation-Without-Racial-Bias-Kinship-Verification Official implementation of the Paper "A Race Bias Free Face Aging Model for...	24	Experimental	6	Python
24	Arek-KesizAbnousi/MedImgSegmentation-GAN-LLM This project develops an advanced medical image segmentation system using...	24	Experimental	4	Python
25	kbhujbal/NostalgiaColorAI-color_old_photographs_autoencoder Deep learning grayscale (black and white) to color image conversion using...	22	Experimental	3	Python
26	mazurowski-lab/medical-image-similarity-metrics An evaluation framework for image generation metrics.	22	Experimental	7	Jupyter Notebook
27	Shengwei-Peng/UAV-GenerativeAI-Navigation-Images Generative AI for UAV Navigation in Natural Environments. This project...	21	Experimental	7	Python
28	hh1368hh/deepPERFECT deepPERFECT: Generative AI for 3D deformation vector field generation using...	21	Experimental	—	Python
29	xinyangATK/ProGBN The official implementation of "Bayesian Progressive Deep Topic Model with...	21	Experimental	7	Python
30	davide-coccomini/Deepfake-Detection-Challenge-DFAD2023 Implementation of the winning solution for the Media Analytics Challenge 2023.	21	Experimental	24	Jupyter Notebook
31	RichardObi/SimulatingDCE Official repository of "Simulating Dynamic Tumor Contrast Enhancement in...	21	Experimental	4	Python
32	opaserr/dam Code to generate anatomical changes observed over the course of radiotherapy...	20	Experimental	8	Python
33	mahindrautela/CLARM Conditional Latent Autoregressive Recurrent Model (CLARM) for learning...	20	Experimental	8	—
34	silumankucing/AI-Assisted-Design-Engineering TGNN-assisted design engineering	19	Experimental	1	C#
35	RichardObi/pre_post_synthesis Official repository for "Pre- to Post-Contrast Breast MRI Synthesis for...	19	Experimental	12	Python
36	sugia/sketch-to-car Turn drawing strokes into beautiful vehicle pictures.	18	Experimental	2	Jupyter Notebook
37	0-mostafa-rezaee-0/GenAI_Image_Tutorial Step-by-step tutorial to implement DDPM and PGGANs on Chest X-Ray images,...	18	Experimental	2	Jupyter Notebook
38	nifleisch/joint-distribution-generator A deep learning approach to generate data from a joint distribution defined...	17	Experimental	1	Python
39	asiff00/Medical-Image-Generation-With-Gans-Tensorflow The primary aim is to train the GAN to generate highly realistic synthetic...	17	Experimental	1	Jupyter Notebook
40	Shantanujpk/mri-realism-3d-autoencoder 3D autoencoder-based system for reconstructing realistic brain MRI volumes...	16	Experimental	—	Python
41	Assem-ElQersh/General-SISR-Framework Production-grade Single Image Super-Resolution framework in pure PyTorch	14	Experimental	1	Python
42	piyushpiku/convective-genai-engineering Generative AI framework for Industrial Tomography, using Physics-Informed...	14	Experimental	1	Python
43	WillEdgington/ImageGenTestEnv PyTorch research environment for implementing and evaluating VAE, GAN, DDPM...	14	Experimental	—	Python
44	shehabjuarddar/AI4S-101 Implement fluid vorticity field compression and reconstruction with...	14	Experimental	—	Jupyter Notebook
45	Enten1992/GenerativeAI-Image-Synthesis A project exploring various techniques for generative AI, specifically...	14	Experimental	—	Python
46	AndrewDarnall/SynReal SynReal: an Attention-Guided GAN architecture for Unpaired Image 2 Image...	13	Experimental	—	Jupyter Notebook
47	Mashiat12/Synthetic_Brain_Image_Generation Synthetic images generated using deeplearning model (GANs) allows...	13	Experimental	3	Python
48	quocnhut134/Sketch-to-Face_Translation This project implements a deep learning pipeline to generate realistic human...	13	Experimental	2	Jupyter Notebook
49	EdwynBrient/HRRPGen-geometry Experiments following the paper "Conditional Generative Models for...	13	Experimental	—	Python
50	mohsensadr/GenAI Generative AI models including DDPM, OT, etc, implemented in PyTorch.	13	Experimental	—	Python
51	MohamadTaghizadeh/ImageColorization Image Colorization is a service to colorize the gray scale images using...	13	Experimental	—	Python
52	francescotss/KD-AIGC-Detection Knowledge Distillation for AI-Generated Image Detection in a Continual...	12	Experimental	1	Jupyter Notebook
53	abi-shek-dev/AI_Image_Generator Generative AI Image Generator using PyTorch, CycleGAN, Diffusion Models &...	12	Experimental	1	Python
54	christalphilip/transform-age Face re-aging with a pretrained U-Net model. Transform face images to appear...	11	Experimental	—	Python
55	CedricCaruzzo/Racial-Bias-Removal-for-Face-Age-Progression This project introduces a method to mitigate demographic bias in generative...	11	Experimental	—	Python
56	wiedenm/crossmodality-dl An immunofluorescence-guided segmentation model in H&E images is enabled by...	11	Experimental	—	Python
57	Aditya-Ranjan1234/GAN-Driven-Synthetic-Promoter-Design Generating and evaluating synthetic promoter DNA sequences using GANs to...	11	Experimental	2	Python
58	fraadap/Synthetic-Brain-Cancer-Image-Generation-and-Classification This project leverages artificial intelligence to address ethical and...	11	Experimental	—	Python
59	DebeshJha/GenerativeAI Practical and Ethical Considerations for Generative AI in Medical Imaging	10	Experimental	2	—