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 69 healthcare ai applications frameworks tracked. 1 score above 70 (verified tier). The highest-rated is sunlabuiuc/PyHealth at 77/100 with 1,486 stars. 1 of the top 10 are actively maintained.

Get all 69 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	sunlabuiuc/PyHealth A Deep Learning Python Toolkit for Healthcare Applications.	77	Verified	1,486	Python
2	re-search/DocProduct Medical Q&A with Deep Language Models	60	Established	571	Jupyter Notebook
3	edaaydinea/AI-Projects-for-Healthcare This repository is included artificial intelligence, machine learning, data...	59	Established	244	Jupyter Notebook
4	mercure-imaging/mercure mercure DICOM Orchestrator	56	Established	92	JavaScript
5	vanderschaarlab/mlforhealthlabpub Machine Learning and Artificial Intelligence for Medicine.	51	Established	463	Python
6	HealthCatalyst/healthcareai-py Python tools for healthcare machine learning	51	Established	330	Python
7	HealthCatalyst/healthcareai-r R tools for healthcare machine learning	50	Established	256	R
8	som-shahlab/hf_ehr Training HuggingFace models on EHR data	47	Emerging	43	Jupyter Notebook
9	ctkqiang/HuaTuoAI 基于人工智能的中医图像分类,...	45	Emerging	132	Python
10	spsanderson/healthyR.ai healthyR.ai - AI package for the healthyverse	44	Emerging	18	R
11	HarshShah03325/AI-for-healthcare The impact of Artificial Intelligence in improving healthcare facilities is...	41	Emerging	50	Python
12	ashu12chi/HealthCastle Official repository of team NP Devs for Prototype 2.0 held at IIITA	40	Emerging	17	Java
13	zenetio/ai-4-clinical-workflow Integrating AI to Clinical Workflow	40	Emerging	35	Python
14	AI-in-Health/Patient-Instructions [NeurIPS 2022] Code for "Retrieve, Reason, and Refine: Generating Accurate...	39	Emerging	36	Jupyter Notebook
15	zhenghuazx/EHR-RL The potential for the use of AI is dramatic especially as it can assist...	34	Emerging	5	HTML
16	AK2k30/BLOOD_TEST_ANALYSIS I created an AI-based medical report scanner to help automate and speed up...	34	Emerging	6	Python
17	imsanjoykb/Health-AI Health AI	33	Emerging	8	HTML
18	oeminaga/framework_cystoAI_fair Conceptual Framework and Documentation Standards of Cystoscopic Media...	31	Emerging	3	Python
19	limebit/medmodels MedModels is a high-speed RWE framework to apply the latest methods from...	31	Emerging	11	Python
20	Medial-EarlySign/MR_Tools Medial Research Tools for Machine learning in medical data, EMR	30	Emerging	2	Python
21	asigalov61/CFS-ME-Testimony-2020 GPT2-774M model, fine-tuned on all public information and papers (up to...	30	Emerging	2	Jupyter Notebook
22	pwenker/ai_and_health Literature & Resource Collection for AI/ML in Healthcare and Medicine.	29	Experimental	11	—
23	artemmatiushenko1/medical-image-analyzer-ui HealthLens	29	Experimental	1	TypeScript
24	data-intelligence-for-health-lab/Lpheada-Labelled-Public-HEAlth-DAtaset LPHEADA is a multicountry and fully Labelled digital Public HEAlth DAtaset...	28	Experimental	8	Jupyter Notebook
25	Medial-EarlySign/MR_Wiki Medial Research Wiki	27	Experimental	2	CSS
26	TeamHeKA/medkit This repository is now archived. Further development has been moved to...	26	Experimental	24	Python
27	ThunderbornSakana/PyTorch-Implementation-of-Models-Based-on-Longitudinal-EHR-Data PyTorch implementation of state-of-the-art deep learning models for learning...	26	Experimental	9	Jupyter Notebook
28	xsharonhe/BridgeIT 🚚 Awarded Best Overall Hack at SheHacksV \| A machine learning platform which...	26	Experimental	5	JavaScript
29	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...	25	Experimental	15	Python
30	yogeshiitm/EY-Techathon-2021 Prioritization of Covid-19 Vaccine Delivery using ML model and a web-enabled...	24	Experimental	4	JavaScript
31	sirrauf/kusehat KuSehat adalah website deteksi penyakit kulit dan kelamin menggunakan...	23	Experimental	2	HTML
32	drabhishekk14/ai-driven-clinical-trial-oversight AI/ML-driven analysis of clinical trial oversight, reporting timeliness, and...	22	Experimental	—	R
33	MukundaKatta/MedScribe Clinical NLP toolkit — parse medical notes, extract...	22	Experimental	—	Python
34	Drjewellmd/ISPS-VETA-Clinical-AI-Simulation Simulation-based clinical AI decision-support system for behavioral health...	22	Experimental	—	Python
35	YazdanZ/TriaLink Quintessential startup winner at McHacks hackathon	21	Experimental	1	Java
36	MedX-PKU/OneEHR An all-in-one EHR predictive modeling and analysis library in Python	21	Experimental	—	Python
37	Kaptaan17/ai-anesthesiology-safety-framework 🛡️ Develop a neuroscience-informed safety framework for using AI in...	21	Experimental	1	TeX
38	UofTNeurology/ML4QI_KhosravaniLab AI4QI, Khosravani Lab, Using AI for quality improvement in neurology	21	Experimental	—	—
39	Aayuush1/vaidya-ai 🌿 AI Health Assistant combining 5000 years of Ayurvedic wisdom with Modern ML & LLMs	21	Experimental	—	Jupyter Notebook
40	mubashir1837/Luma-Health Multi-Modal Healthcare Assistant	20	Experimental	3	Python
41	sirrauf/KuSehat-Web3 KuSehat adalah website inovasi teknologi kesehatan menggunakan teknologi...	19	Experimental	2	HTML
42	userofmeet/EVA_Scan This repository contains the technical proposal and initial design plan for...	19	Experimental	—	—
43	Varad99/AI.Healthcare Here we can provide the projects related medical domain with the help of...	17	Experimental	1	Jupyter Notebook
44	collingeorge/ai-anesthesiology-safety-framework A neuroscience-informed safety framework for artificial intelligence in...	17	Experimental	—	TeX
45	atick-faisal/BioAI-Android An Artificial Intelligence based healthcare solution	17	Experimental	1	Java
46	manara222/ai-medical-platform AI-powered multi-disease diagnosis platform using deep learning	15	Experimental	1	Python
47	mlnjsh/ai-healthcare-complete Complete guide to AI in healthcare — medical imaging, surgical robotics,...	14	Experimental	1	—
48	SakshiInData/MediScan-Data-Preprocessing Data preprocessing pipeline for MediScan. Includes medical report OCR...	14	Experimental	—	Jupyter Notebook
49	gminor71/biomedical-analytics-clinical-operations Biomedical analytics portfolio focused on biostatistics, clinical trial...	14	Experimental	—	HTML
50	devsudhanshu-bel/Mediscript AI-powered research project exploring non-invasive blood group prediction...	13	Experimental	—	JavaScript
51	im-subhamkumar/HealthPodcastIQ Health Podcast Analyser	13	Experimental	—	Jupyter Notebook
52	williyam-m/AI_Doctor AI-Enhanced Healthcare	13	Experimental	—	Python
53	osamahmada2024/DiagnosisXAi 🧠 DiagnosisXAi – AI-powered medical diagnosis by Ai Specialists : Osama...	12	Experimental	3	Jupyter Notebook
54	msumalague/ThyroCare-Application ThyroCare	12	Experimental	6	Dart
55	emrancub/Applications-of-AI-for-HI-A-systematic-review Our systematic review provides a comprehensive summary of the applications...	12	Experimental	1	—
56	goinvo/HealthcareAI HealthcareAI	11	Experimental	—	—
57	dsyouness/BORING_JONES_13_PSCHIA School of AI first Global Health	11	Experimental	—	JavaScript
58	lbronn/Thrombolaize-Mobile-App This is the mobile application implementation of thrombolAIze, using Kotlin...	11	Experimental	1	Kotlin
59	twinai/twinai.github.io Twin AI - Building end to end AI Health and Life Sciences Solutions	11	Experimental	—	SCSS
60	GeorgeHanyMilad/PlantyCare-App Graduation Project - Fayoum Center	11	Experimental	2	Java
61	programoworm/DeepNetEI This is our MSc project in St. Xaviers College, Kolkata. This project is...	11	Experimental	4	HTML
62	mudamucop/.github University project org. for a AI powered health software	11	Experimental	—	—
63	Nishok-12/MediTrain_AI This is my Project repository for the project : MediTrain_AI at Infosys...	11	Experimental	—	HTML
64	CodingFactory-Repos/Medical-AI 🔬 - School-project about Artificial Intelligence and Deep-Learning process.	11	Experimental	—	—
65	twinai/chinese Twin AI - Building end to end AI Health and Life Sciences Solutions	11	Experimental	—	SCSS
66	ElnazAmanzadeh/2023-10-10-FNRC-DeepNex This is the website of Medical-AI workshop entitled as "DataMedic"	11	Experimental	—	HTML
67	BeboFekry/I_Care_Graduation_Project Graduation Project	10	Experimental	2	Jupyter Notebook
68	gabrielcmerlin/mhealthApplications Contains all code used during my first undergraduate research project, from...	10	Experimental	2	Jupyter Notebook
69	Ashmit-Kumar/Medicure A web-based application that uses deep learning to analyze X-ray images,...	10	Experimental	1	TypeScript

Comparisons in this category

PyHealth and mlforhealthlabpub (77 vs 51) PyHealth and healthcareai-py (77 vs 51) healthcareai-py and healthcareai-r (51 vs 50) mlforhealthlabpub and Health-AI (51 vs 33) AI-Projects-for-Healthcare and AI-for-healthcare (59 vs 41) healthcareai-r and healthyR.ai (50 vs 44) AI-Projects-for-Healthcare and Health-AI (59 vs 33)