Healthcare AI Applications ML Frameworks

Comprehensive resources, implementations, and guides for applying AI/ML techniques to healthcare domains including medical imaging, diagnostics, drug discovery, clinical workflows, and patient care. Does NOT include general ML frameworks, medical devices without AI focus, or clinical monitoring systems without AI components.

There are 62 healthcare ai applications frameworks tracked. 1 score above 70 (verified tier). The highest-rated is sunlabuiuc/PyHealth at 73/100 with 1,486 stars. 1 of the top 10 are actively maintained.

Get all 62 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	sunlabuiuc/PyHealth A Deep Learning Python Toolkit for Healthcare Applications.	73	Verified	1,486	Python
2	re-search/DocProduct Medical Q&A with Deep Language Models	55	Established	571	Jupyter Notebook
3	edaaydinea/AI-Projects-for-Healthcare This repository is included artificial intelligence, machine learning, data...	52	Established	244	Jupyter Notebook
4	mercure-imaging/mercure mercure DICOM Orchestrator	49	Emerging	92	JavaScript
5	vanderschaarlab/mlforhealthlabpub Machine Learning and Artificial Intelligence for Medicine.	44	Emerging	463	Python
6	HealthCatalyst/healthcareai-py Python tools for healthcare machine learning	44	Emerging	330	Python
7	HealthCatalyst/healthcareai-r R tools for healthcare machine learning	43	Emerging	256	R
8	som-shahlab/hf_ehr Training HuggingFace models on EHR data	40	Emerging	43	Jupyter Notebook
9	ctkqiang/HuaTuoAI 基于人工智能的中医图像分类,...	38	Emerging	132	Python
10	VectorInstitute/clinical-ai-monitor An application to monitor clinical AI models	37	Emerging	3	TypeScript
11	spsanderson/healthyR.ai healthyR.ai - AI package for the healthyverse	37	Emerging	18	R
12	HarshShah03325/AI-for-healthcare The impact of Artificial Intelligence in improving healthcare facilities is...	34	Emerging	50	Python
13	ashu12chi/HealthCastle Official repository of team NP Devs for Prototype 2.0 held at IIITA	33	Emerging	17	Java
14	zenetio/ai-4-clinical-workflow Integrating AI to Clinical Workflow	33	Emerging	35	Python
15	AI-in-Health/Patient-Instructions [NeurIPS 2022] Code for "Retrieve, Reason, and Refine: Generating Accurate...	32	Emerging	36	Jupyter Notebook
16	AK2k30/BLOOD_TEST_ANALYSIS I created an AI-based medical report scanner to help automate and speed up...	27	Experimental	6	Python
17	zhenghuazx/EHR-RL The potential for the use of AI is dramatic especially as it can assist...	27	Experimental	5	HTML
18	tharindurb/PRIME Patient Reported Information Multidimensional Exploration (PRIME) is an...	27	Experimental	4	Java
19	imsanjoykb/Health-AI Health AI	26	Experimental	8	HTML
20	oeminaga/framework_cystoAI_fair Conceptual Framework and Documentation Standards of Cystoscopic Media...	24	Experimental	3	Python
21	Medial-EarlySign/MR_Tools Medial Research Tools for Machine learning in medical data, EMR	24	Experimental	2	Python
22	limebit/medmodels MedModels is a high-speed RWE framework to apply the latest methods from...	24	Experimental	11	Python
23	asigalov61/CFS-ME-Testimony-2020 GPT2-774M model, fine-tuned on all public information and papers (up to...	23	Experimental	2	Jupyter Notebook
24	artemmatiushenko1/medical-image-analyzer-ui HealthLens	22	Experimental	1	TypeScript
25	userofmeet/EVA_Scan This repository contains the technical proposal and initial design plan for...	22	Experimental	—	—
26	drabhishekk14/ai-driven-clinical-trial-oversight AI/ML-driven analysis of clinical trial oversight, reporting timeliness, and...	22	Experimental	—	R
27	MukundaKatta/MedScribe Clinical NLP toolkit — parse medical notes, extract...	22	Experimental	—	Python
28	Drjewellmd/ISPS-VETA-Clinical-AI-Simulation Simulation-based clinical AI decision-support system for behavioral health...	22	Experimental	—	Python
29	arvindas2009/NeuroQuest AI-powered, privacy-first multimodal health monitoring platform (NeuroQuest...	22	Experimental	—	HTML
30	Aayuush1/vaidya-ai 🌿 AI Health Assistant combining 5000 years of Ayurvedic wisdom with Modern ML & LLMs	22	Experimental	—	Jupyter Notebook
31	MedX-PKU/OneEHR An all-in-one EHR predictive modeling and analysis library in Python	22	Experimental	—	Python
32	pwenker/ai_and_health Literature & Resource Collection for AI/ML in Healthcare and Medicine.	22	Experimental	11	—
33	OmarKhalil10/Webstack-Portfolio-Project Empowering doctors with precision using our CA-MIL (Centralized and...	22	Experimental	1	HTML
34	jaydrag7/medical-speech-recognition medScribe transcribes medical personnel dictated patient clinical report to...	21	Experimental	7	Jupyter Notebook
35	data-intelligence-for-health-lab/Lpheada-Labelled-Public-HEAlth-DAtaset LPHEADA is a multicountry and fully Labelled digital Public HEAlth DAtaset...	21	Experimental	8	Jupyter Notebook
36	Medial-EarlySign/MR_Wiki Medial Research Wiki	21	Experimental	2	CSS
37	sirrauf/kusehat KuSehat adalah website deteksi penyakit kulit dan kelamin menggunakan...	21	Experimental	2	HTML
38	TeamHeKA/medkit This repository is now archived. Further development has been moved to...	19	Experimental	24	Python
39	xsharonhe/BridgeIT 🚚 Awarded Best Overall Hack at SheHacksV \| A machine learning platform which...	19	Experimental	5	JavaScript
40	sarvan-2187/Aarogya-AI Code for Bharat Season 2 Hackathon Project	19	Experimental	—	TypeScript
41	UofTNeurology/ML4QI_KhosravaniLab AI4QI, Khosravani Lab, Using AI for quality improvement in neurology	19	Experimental	—	—
42	ThunderbornSakana/PyTorch-Implementation-of-Models-Based-on-Longitudinal-EHR-Data PyTorch implementation of state-of-the-art deep learning models for learning...	19	Experimental	9	Jupyter Notebook
43	superLin006/Advancing-Mental-Health-Care 一款智能辅助评估工具和个性化医疗建议生成应用。采用优化的“关键词-权重”模糊匹配算法，提升数据的检索匹配精度、减小模型计算开销；再利用“语义匹配模型”进一...	18	Experimental	15	Python
44	yogeshiitm/EY-Techathon-2021 Prioritization of Covid-19 Vaccine Delivery using ML model and a web-enabled...	17	Experimental	4	JavaScript
45	chanderbhanswami/medzome-test-ai Medzome Test AI is a professional, production-ready web application for...	16	Experimental	1	JavaScript
46	collingeorge/ai-anesthesiology-safety-framework A neuroscience-informed safety framework for artificial intelligence in...	15	Experimental	—	TeX
47	Kaptaan17/ai-anesthesiology-safety-framework 🛡️ Develop a neuroscience-informed safety framework for using AI in...	15	Experimental	1	TeX
48	manara222/ai-medical-platform AI-powered multi-disease diagnosis platform using deep learning	15	Experimental	1	Python
49	ankushkumarake1234-lang/AI-based-Symptom MedScan AI is an AI-powered web app that analyzes body images to detect...	14	Experimental	—	TypeScript
50	SakshiInData/MediScan-Data-Preprocessing Data preprocessing pipeline for MediScan. Includes medical report OCR...	14	Experimental	—	Jupyter Notebook
51	gminor71/biomedical-analytics-clinical-operations Biomedical analytics portfolio focused on biostatistics, clinical trial...	14	Experimental	—	HTML
52	YazdanZ/TriaLink Quintessential startup winner at McHacks hackathon	14	Experimental	1	Java
53	mubashir1837/Luma-Health Multi-Modal Healthcare Assistant	14	Experimental	3	Python
54	sirrauf/KuSehat-Web3 KuSehat adalah website inovasi teknologi kesehatan menggunakan teknologi...	13	Experimental	2	HTML
55	jordandeklerk/EHR-BERT BERT style transformer model on CMS synthetic EHR data for diagnosis and...	12	Experimental	1	Python
56	mlnjsh/ai-healthcare-complete Complete guide to AI in healthcare — medical imaging, surgical robotics,...	12	Experimental	1	—
57	williyam-m/AI_Doctor AI-Enhanced Healthcare	11	Experimental	—	Python
58	im-subhamkumar/HealthPodcastIQ Health Podcast Analyser	11	Experimental	—	Jupyter Notebook
59	devsudhanshu-bel/Mediscript AI-powered research project exploring non-invasive blood group prediction...	11	Experimental	—	JavaScript
60	Varad99/AI.Healthcare Here we can provide the projects related medical domain with the help of...	10	Experimental	1	Jupyter Notebook
61	atick-faisal/BioAI-Android An Artificial Intelligence based healthcare solution	10	Experimental	1	Java
62	emrancub/Applications-of-AI-for-HI-A-systematic-review Our systematic review provides a comprehensive summary of the applications...	10	Experimental	1	—

Comparisons in this category

PyHealth and mlforhealthlabpub (73 vs 44) PyHealth and healthcareai-py (73 vs 44) healthcareai-py and healthcareai-r (44 vs 43) AI-Projects-for-Healthcare and AI-for-healthcare (52 vs 34) healthcareai-r and healthyR.ai (43 vs 37) AI-Projects-for-Healthcare and Health-AI (52 vs 26)