Multi-Disease Risk Assessment ML Frameworks

Tools for predicting risk across multiple disease types (diabetes, kidney disease, anemia, malaria, hepatitis, etc.) using ML models on patient data. Does NOT include single-disease prediction, cardiac-specific tools, or general health monitoring without clinical risk scoring.

There are 77 multi-disease risk assessment frameworks tracked. 2 score above 50 (established tier). The highest-rated is dssg/triage at 67/100 with 199 stars.

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#	Framework	Score	Tier	Stars	Language
1	dssg/triage General Purpose Risk Modeling and Prediction Toolkit for Policy and Social...	67	Established	199	Jupyter Notebook
2	shobhitsrivastava-ds/ML-MT-WebApp This project is all about a Machine Learning based Medical Test web app...	50	Established	215	HTML
3	kanchitank/Medibuddy-Smart-Disease-Predictor Multiple disease prediction such as Diabetes, Heart disease, Kidney disease,...	45	Emerging	100	Jupyter Notebook
4	anujdutt9/Disease-Prediction-from-Symptoms Disease Prediction based on Symptoms.	43	Emerging	334	Jupyter Notebook
5	advikmaniar/ML-Healthcare-Web-App This is a Machine Learning web app developed using Python and StreamLit....	42	Emerging	45	Python
6	venugopalkadamba/Multi_Disease_Predictor A Machine Learning and Deep Learning based webapp used to predict multiple diseases.	41	Emerging	141	Jupyter Notebook
7	kamilpytlak/heart-condition-checker Application to predict heart disease using logistic regression	39	Emerging	11	Python
8	sohammanjrekar/Multiple-Disease-Prediction-Webapp Designed web app employs the Streamlit Python library for frontend design...	38	Emerging	52	Python
9	gauravjain2/heart-failure-prediction A WebApp that predicts the likelihood of occurrence of Death Event due to...	38	Emerging	13	Jupyter Notebook
10	jumpingchu/Pokemon-Sleep 【Python / Streamlit】Pokemon Sleep 小幫手（寶可夢潛力計算、食譜篩選、寶可夢資訊）	36	Emerging	14	Jupyter Notebook
11	thbuerg/MetabolomicsCommonDiseases ⛑ Code for "Metabolomic profiles predict individual multi-disease outcomes" ⛑	36	Emerging	22	Jupyter Notebook
12	fastdatascience/clinical_trial_risk Clinical Trial Risk Tool for analysing clinical trial protocols using...	35	Emerging	12	Jupyter Notebook
13	Vatshayan/Final-Year-Disease-Prediction-Project Final Year Project Diseases Prediction System through Machine Learning....	34	Emerging	108	Jupyter Notebook
14	Prem07a/Heart-Disease "Coding a Streamlit web app for heart disease prediction using a trained...	34	Emerging	8	Jupyter Notebook
15	akthammomani/AI_powered_heart_disease_risk_assessment_app Build a Web App called AI-Powered Heart Disease Risk Assessment App	33	Emerging	4	Jupyter Notebook
16	Lavishtyagi45/disease-prediction-using-machine-learning Minor project for disease prediction using machine learning classifiers such...	31	Emerging	3	HTML
17	tayalmanan28/PANACEA A web application based on ML model for prediction of disease based on the...	31	Emerging	4	—
18	ArjunCodess/men2-predictor A machine learning pipeline for predicting Multiple Endocrine Neoplasia type...	31	Emerging	3	Python
19	parthsompura/Disease-prediction-using-Machine-Learning Implementation of various machine learning algorithms to predict the disease...	30	Emerging	16	Python
20	MahmoudNagiubX/Multi-Disease-Detection-System Multi Disease Detection System (MDDS) is an AI-powered web application...	30	Emerging	1	HTML
21	thyagarajank/Cattle-disease-prediction-using-Machine-Learning Cattle disease prediction using Machine Learning. This project is used to...	29	Experimental	12	Jupyter Notebook
22	M-F-Tushar/Heart-Disease-Prediction-Web-App Machine learning-powered web app for heart disease risk prediction.	29	Experimental	5	Jupyter Notebook
23	Zyzzwlh/Project_4-Multiple-Disease-Prediction 🩺 Predict multiple diseases using advanced machine learning techniques to...	27	Experimental	2	Jupyter Notebook
24	sidroy9/Multiple-Disease-Predictor-ML-Flask-WebApp It's an end-to-end Machine Learning Project. The prediction has been done by...	27	Experimental	11	HTML
25	prachet283/ML-Project-20-Multiple-Disease-Prediction-System-WebApp A comprehensive machine learning-based web app for predicting multiple...	27	Experimental	8	Jupyter Notebook
26	cepdnaclk/e18-6sp-Disease-Monitoring-in-dairy-industry Automated Dairy Disease Monitoring using machine learning to predict...	26	Experimental	8	Jupyter Notebook
27	Janviswa/Disease-outbreak-prediction-using-Machine-Learning ML-powered system to predict disease outbreaks like Heart Disease, Diabetes,...	25	Experimental	3	Jupyter Notebook
28	Projects-Developer/Heart-Diseases-Prediction-Project Final Year Project Heart Disease Prediction Project with all Documents.	25	Experimental	61	Jupyter Notebook
29	jmarihawkins/Disease_Prediction_App The Disease Prediction Project uses AI/ML to predict diseases based on...	24	Experimental	4	Jupyter Notebook
30	Pranjal-statistics/Disease_Prediction_Model This project focuses on predicting diseases using various machine learning...	23	Experimental	4	—
31	shiroonigami23-ui/SecureHealthIoT Kaggle-based symptom-to-disease prediction pipeline with Gradio and Hugging...	23	Experimental	9	Python
32	Vatshayan/Potato-Disease-Prediction-Project Potato Disease Detection Project using Machine learning with Code, Documents...	22	Experimental	6	—
33	carlmonnaert/Medical-AI A comprehensive hospital simulation system integrating discrete event...	22	Experimental	—	Python
34	global-ad-snap/heart-disease-risk-analysis ML-based heart disease risk prediction with explainability (SHAP) and Streamlit demo	21	Experimental	—	Jupyter Notebook
35	JENILP07/HealthSense-AI HealthSense-AI is an advanced machine learning-powered healthcare...	21	Experimental	—	TypeScript
36	smuhabdullah/Sugarcane_project_3rd_Milestone Final Year Project (Sugarcane disease detector)	21	Experimental	7	SCSS
37	tasfiatasnim18/clinical-decision-support-system An intelligent and scalable clinical decision support system for automated...	21	Experimental	—	JavaScript
38	Akshint0407/Disease-Prediction-App This project is a Streamlit-based web application designed to predict the...	20	Experimental	6	Python
39	yashrajagawane/multiple-disease-prediction-system AI-powered healthcare web application that predicts the risk of multiple...	20	Experimental	7	Python
40	ANUBprad/Project-SWASTHYA Project SWASTHYA is an AI-driven healthcare platform for early cancer...	20	Experimental	1	Jupyter Notebook
41	Atik1219/Anylogic-with-ML-AI An Artificial Neural Network (ANN) model trained using a Microsoft dataset...	18	Experimental	6	—
42	deoprakash/multi_disease_prediction A unified Flask web application integrating multiple machine learning and...	18	Experimental	1	HTML
43	2000pawan/Heart-Dieases-Prediction "Excited to announce my latest project on LinkedIn! ❤️ Introducing my heart...	18	Experimental	2	Jupyter Notebook
44	geeky-auro/MediGuardian A Capstone Project designed to identify, analyze, and protect sensitive data...	17	Experimental	1	Jupyter Notebook
45	willow788/gp1-anaemia-detection-model AI-powered anemia detection with classical ML, refined datasets, and...	17	Experimental	—	Jupyter Notebook
46	Susreel7/Cardiovascular-Disease-Prediction-System-Using-Ensemble-Machine-Learning A robust heart disease risk assessment tool built with Python and Streamlit....	17	Experimental	—	Jupyter Notebook
47	bahadirkesgin/civan_ai An AI-powered software solution for predicting COVID-19 test results and...	17	Experimental	1	C#
48	ishubtripathi/HeartCure HeartCureAI is an AI-powered web application that predicts heart stroke risk...	16	Experimental	—	HTML
49	jamflix/Heart_Disease_Project ❤️ Predict heart disease risk with an advanced machine learning pipeline,...	15	Experimental	1	Jupyter Notebook
50	raza242k5-sys/AI-Health-Diet-System AI-based Health Recommendation System built with Python, Streamlit, ML, and...	15	Experimental	1	Python
51	Vatshayan/Disease-Prediction-Project-using-Machine-Learning-Project Diseases Prediction System though Machine Learning with code and documents	15	Experimental	31	Jupyter Notebook
52	BhavyaKansal20/healthy-ai AI-POWERED HEALTH INTELLIGENCE \| Advanced machine learning models trained on...	15	Experimental	2	HTML
53	sudhandhu10/MediScan-AI AI-powered multi-disease health risk predictor with LLaMA 3.3 70B doctor,...	14	Experimental	—	Python
54	dhrisit07-cloud/heart-disease-predictor Heart disease risk predictor built with XGBoost, SHAP explainability, and...	14	Experimental	—	Jupyter Notebook
55	luanamariapinheiro/cardiovascular-risk-ai Sistema de alerta de risco cardiovascular utilizando Machine Learning e Streamlit.	14	Experimental	—	Jupyter Notebook
56	ahmad-albasha/EmergencyX 🚨 AI-Powered Emergency Triage & Cardiac Risk Prediction System — Windows...	14	Experimental	—	C#
57	harshitleads/ml-risk-evaluation-tradeoffs Interpretable ML for heart disease risk prediction. Logistic Regression vs...	14	Experimental	—	Jupyter Notebook
58	Divyanshusinghrajawat/Athlete-Injury-Risk-Predictor Predicts the probability of an athlete getting injured based on physical and...	14	Experimental	—	Jupyter Notebook
59	Devanik21/Heart_disease_Prediction-APP Cardiac risk prediction Streamlit app — XGBoost/RF on Cleveland dataset...	14	Experimental	—	Jupyter Notebook
60	andyombogo/open-health-risk-engine Explainable mental health risk demo using NHANES, Streamlit, and SHAP	14	Experimental	—	Python
61	lworachat999/HEARTGUARD-AI-for-your-heart 🫀 Predict heart failure risk with HeartGuard, an AI-powered companion...	14	Experimental	—	Python
62	ayomideajadi12-hub/sickle-guard-ai AI-powered sickle cell crisis predictor using Edge Impulse ML + Arduino	14	Experimental	—	C++
63	mazen-amr/Helix-disease-prediction ML system to predict Diabetes, Heart Disease & Kidney Disease using XGBoost	14	Experimental	—	Jupyter Notebook
64	gben007/heart-disease-predictor-knn A Streamlit-based heart disease prediction app built with a KNN classifier...	14	Experimental	—	Jupyter Notebook
65	dnlC9/heart-disease-risk-prediction-mlp 🫀 Predict heart disease risk using a custom neural network, featuring an...	14	Experimental	—	Python
66	kushalareddy2006-ar/smart_health_monitoring AI-powered Smart Health Monitoring System using Ensemble Learning...	14	Experimental	—	Python
67	metacore-stack/DiagnosticAI-Suite Enterprise-grade AI healthcare platform combining machine learning and deep...	13	Experimental	—	HTML
68	Nana-Safo-Duker/Cardiovascular-Risk-Prediction-from-Retinal-Images Predicting cardiovascular risk factors from retinal fundus photographs using...	12	Experimental	1	Jupyter Notebook
69	The-Semicolons/Application-of-Boosted-Tree-Classifier-for-Predicting-Disease-from-Symptoms Research based testing of Boosted Tree Classifier for Predicting Disease...	12	Experimental	1	Python
70	Shubhamkumar-op/Disease_prediction A disease predictive system using machine learning can mainly for diabetes...	12	Experimental	6	Jupyter Notebook
71	samibahig/HealthMov AI health risk prediction — Cardiovascular & Diabetes models \| HealthMov...	11	Experimental	—	—
72	anuragpy07/Multiple-disease-prediction-app Multiple-disease-prediction-app	11	Experimental	2	Jupyter Notebook
73	eshitakundu/disease-outbreak-predictor Disease Outbreak Predictor: A Streamlit-based web application for predicting...	11	Experimental	—	Jupyter Notebook
74	gben007/disease-risk-predictor treamlit app for predicting disease risk from health and lifestyle data...	11	Experimental	—	Python
75	BhaveshBhakta/Multiple-Disease-Prediction Multiple Disease Prediction System using Machine Learning. Predicts...	11	Experimental	4	Jupyter Notebook
76	Ayushman67/Disease-Prediction-using-Machine-Learning-Algorithms- final year project based on disease prediction using Machine Learning Algorithms	10	Experimental	2	Jupyter Notebook
77	khushi11saxena/Quadra-Diag 🩺 Quadra-Diag: Multi-Disease Prediction System A machine learning-based...	10	Experimental	2	Jupyter Notebook

Comparisons in this category

ML-MT-WebApp and Multi_Disease_Predictor (50 vs 41) Medibuddy-Smart-Disease-Predictor and Multi_Disease_Predictor (45 vs 41) Multi_Disease_Predictor and Multiple-Disease-Prediction-Webapp (41 vs 38) Multiple-Disease-Prediction-Webapp and Heart-Disease (38 vs 34) ML-Healthcare-Web-App and Heart-Disease (42 vs 34) ML-Healthcare-Web-App and AI_powered_heart_disease_risk_assessment_app (42 vs 33) heart-condition-checker and Heart-Disease (39 vs 34) Heart-Disease and AI_powered_heart_disease_risk_assessment_app (34 vs 33)