Heart Disease Prediction ML Frameworks

Web applications that predict cardiovascular disease risk using machine learning models trained on clinical health parameters. Does NOT include general multi-disease platforms, maternal health prediction, appointment no-show forecasting, or wearable device integrations.

There are 117 heart disease prediction frameworks tracked. The highest-rated is kritikaparmar-programmer/HealthCheck at 44/100 with 181 stars.

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#	Framework	Score	Tier	Stars	Language
1	kritikaparmar-programmer/HealthCheck Health Check ✔ is a Machine Learning Web Application made using Flask that...	44	Emerging	181	Jupyter Notebook
2	kb22/Heart-Disease-Prediction The project involves training a machine learning model (K Neighbors...	44	Emerging	266	Jupyter Notebook
3	chayandatta/Heart_disease_prediction Heart Disease prediction using 5 algorithms	40	Emerging	127	Jupyter Notebook
4	nano-bot01/Heart-Disease-Prediction-System-using-Machine-Learning A Heart Disease Prediction System built on machine learning	38	Emerging	5	Jupyter Notebook
5	hallowshaw/PredictiX PredictiX is a comprehensive multi-disease prediction system built using the...	33	Emerging	13	JavaScript
6	drujensen/heart-disease Predicting Heart Disease using SHAInet	32	Emerging	10	Crystal
7	abhayshah0305/RiskAssess A web application that predicts if a patient has cancer, diabetes, heart...	29	Experimental	32	Jupyter Notebook
8	oladimeji-kazeem/heart-disease-detection-using-ai Heart disease is one of the leading causes of death worldwide. Early...	29	Experimental	6	Jupyter Notebook
9	PawarMukesh/Heart-Disease-Prediction This dataset is contain different parameter information of heart disease...	27	Experimental	10	Jupyter Notebook
10	Kumar-laxmi/Heart-Disease-Prediction-System Heart Disease Prediction System using Machine Learning	26	Experimental	41	Python
11	VectorInstitute/delirium-scorecard An application to predict delirium prevalence rates at hospitals	25	Experimental	4	TypeScript
12	Tejas-TA/Machine-Learning-Heart-Disease-Prediction The repository contains Heart Disease Project which is solved using Machine...	24	Experimental	4	Jupyter Notebook
13	0xcan/heart-disease-risk-prediction Heart disease risk prediction with LightGBM	24	Experimental	4	HTML
14	nano-bot01/Heart-Disease-Prediction-using-machine-and-deep-learning-techniques Heart Disease Prediction using machine and deep learning techniques works on...	23	Experimental	6	Jupyter Notebook
15	VectorInstitute/delirium-risk-predictor An application to predict risk of delirium at time of admission	23	Experimental	1	TypeScript
16	eltonvaliyev2008-hub/KNN Heart Disease Prediction using KNN Classification on 15K+ patient records \|...	23	Experimental	1	Jupyter Notebook
17	Monica-Gullapalli/heart-disease-prediction-using-machine-learning-with-flask A machine learning web application used to depict presence of heart disease,...	22	Experimental	12	HTML
18	Aryanwadhwa14/HEART-DISEASE This project predicts heart disease using ML and DL models while also...	22	Experimental	3	Jupyter Notebook
19	sahmed0/heart-health Heart Health is a full-stack web application that leverages machine learning...	22	Experimental	—	HTML
20	Sahildas2003/Prediction-Of-Cardiac-Arrest Built an end-to-end ML system to predict cardiac arrest risk in ICU patients...	22	Experimental	—	Jupyter Notebook
21	sahmed0/heart-health-app Predict cardiovascular risk profiles using a Gradient Boosting Classifier...	22	Experimental	—	HTML
22	przemekwarnel/ml-patient-classifier Reproducible ML pipeline for disease classification with cross-validation,...	22	Experimental	—	Python
23	goldteaa/heart-disease-prediction-ml Machine learning pipeline for predicting heart disease using Logistic...	22	Experimental	—	Jupyter Notebook
24	nufreeman/heart-disease-ml-practice ❤️ Predict heart disease risk using classic machine learning techniques with...	22	Experimental	—	Jupyter Notebook
25	AidanColvin/heart-disease-ml-pipeline Machine learning pipeline for heart disease probability estimation using...	22	Experimental	—	Python
26	jbrun0r/predicting-heart-disease The Heart Disease Prediction Project is a machine learning project aimed at...	22	Experimental	1	Jupyter Notebook
27	DIno0510207/heart-disease-prediction ❤️ Predict heart disease using machine learning on the UCI dataset,...	22	Experimental	—	Jupyter Notebook
28	FaresAlnamla/heart-disease-prediction-ml End-to-end machine learning project for predicting heart disease using...	22	Experimental	—	Jupyter Notebook
29	BerkKilicoglu/ML-Modelling-Disease-Analysis Obtaining meaningful results from the data set using the model trained with...	20	Experimental	13	Python
30	lorenzodenisi/Heart-Failure-Clinical-Records Analisys of the dataset Heart Failures clinical records from UCI using...	20	Experimental	12	Jupyter Notebook
31	NhanPhamThanh-IT/Logistic-Regression-Heart-Disease-Prediction 🫀 A machine learning project using logistic regression to predict heart...	20	Experimental	15	Jupyter Notebook
32	AmrAtefAmer/Heart-Disease-Predictor This is a complete data science project that starts from loading data to...	20	Experimental	7	Jupyter Notebook
33	Hashehri/Disease-Diagnosis-NLP-Project Clustering the medical textbook, in order to categorize diseases based on...	20	Experimental	11	Jupyter Notebook
34	smb-h/heart-disease-association-rule-mining Analyzing heart data via association rules	20	Experimental	1	Jupyter Notebook
35	RaziyeAkr/heart-attack-classification In this notebook, I have reviewed several classification algorithms on datasets.	19	Experimental	7	Jupyter Notebook
36	shlokkvaishnav/cardiovascular-risk Production-grade ML system for heart disease prediction featuring a modular...	19	Experimental	—	TypeScript
37	SanaAledilbi/ML-Heart-Disease-Detection Machine learning-based heart disease prediction with comparative model analysis	19	Experimental	—	Jupyter Notebook
38	incubated-geek-cc/mindful-predictions A Flask web app deployed and uses built Regression model to predict an...	18	Experimental	8	JavaScript
39	leotodisco/HeartCare_AI Modello di Machine Learning che ha lo scopo di eseguire previsioni...	18	Experimental	5	Jupyter Notebook
40	olaelshiekh/Heart_Disease_detection World Health Organization has estimated 12 million deaths occur worldwide,...	18	Experimental	8	Jupyter Notebook
41	lovnishverma/heart-attack-predict This is a simple Flask-based web application that predicts the likelihood of...	18	Experimental	3	HTML
42	Abdelrahmen-Elashry/Heart_Disease_Project This project applies machine learning techniques to the UCI Heart Disease...	18	Experimental	3	Jupyter Notebook
43	Aryamaan23/HEALTH_CLUB23 To help out people we have desinged Health Club where people can get...	17	Experimental	1	JavaScript
44	polejowska/mappshow React, FastAPI app that, using a form and a machine learning model, can...	16	Experimental	3	JavaScript
45	yashpandey474/AI-Disease-Prediction-System Project for implementing a predictive model for medical diagnosis using...	16	Experimental	3	Java
46	Nizarassad/Heart-disease-detection-system The aim of this project is to predicts the likelihood of patients getting...	16	Experimental	4	Jupyter Notebook
47	krishnaarora023/Heart_Disease_Analysis_And_Prediction 📌This project uses Machine Learning techniques to predict heart disease...	16	Experimental	2	Jupyter Notebook
48	albinzayedrawan/AI-Comparing-Heart-Disease-Prediction A Comparative Study of Three Intelligent Techniques for the Disease...	16	Experimental	1	Jupyter Notebook
49	991o2o9/smart-cardiologist Intelligent Python service with FastAPI for real-time heart disease...	16	Experimental	37	Python
50	ELDERGARLIC/Heart-Attack-Prediction Heart attack prediction using Machine Learning.	16	Experimental	4	Jupyter Notebook
51	nidhikargathra/HeartCare An intelligent system to predict probability of heart diseases by using...	15	Experimental	2	Java
52	hasib61714/heart-disease-prediction AI-powered heart disease prediction system	15	Experimental	—	JavaScript
53	daniellec-m/Heart-Dataset K-Means clustering and analysis performed on a dataset containing...	15	Experimental	—	—
54	maheshsharma01/Heart-Disease-Prediction-using-Machine-Learning Machine learning project for predicting heart disease risk using...	15	Experimental	1	Jupyter Notebook
55	Its-PrashantTechie/CardioHealth-AI This is a heart disease prediction app which utilizes the concept of machine...	15	Experimental	1	Jupyter Notebook
56	sumbal00001234-jpg/ML-LinearRegression-Project ML Assignment - Linear Regression on Heart Disease Dataset	15	Experimental	1	Jupyter Notebook
57	Teferihagos/clinical-note-specialty-classification-nlp NLP project for classifying clinical notes into medical specialties using...	15	Experimental	1	Jupyter Notebook
58	nimshafernando/CardioRisk-AI Machine learning web app for 10-year coronary heart disease risk prediction....	15	Experimental	1	Jupyter Notebook
59	MalindaBotheju/Kyphosis-Disease-Prediction A web application using a tuned Support Vector Machine (SVM) to predict...	15	Experimental	1	Jupyter Notebook
60	omidcodes/ML-heart-disease-prediction Machine learning project using the Kaggle Heart Disease Health Indicators...	15	Experimental	8	Jupyter Notebook
61	Nouran246/Healthcare-test-results-classification-using-Machine-Learning 4th place in kaggle's competition	15	Experimental	—	Jupyter Notebook
62	sahirskd/HeartGlass-AI Explainable Risk Scoring for Chronic Disease	15	Experimental	1	Python
63	NarayanLab/VT_MAP_Project Code and Description of AI-based encoding of ventricular action potential...	14	Experimental	1	Jupyter Notebook
64	Himal-Badu/Diseases-prediction 🫀 Machine learning toolkit for heart disease prediction — classifies...	14	Experimental	—	—
65	okara4inceva/DSML_DEMO_PROJECT Machine learning model for predicting mortality risk in heart failure...	14	Experimental	—	Jupyter Notebook
66	elhoussine-arise/heart-failure-prediction ❤️ Heart Failure Mortality Risk Prediction — Clinical decision-support...	14	Experimental	—	Jupyter Notebook
67	mtfattahpour/chd-prediction Predicting the 10-year risk of coronary heart disease (CHD) using data from...	14	Experimental	—	Jupyter Notebook
68	SickCiQuattro/MLDM-Coffee-Health Data science project analyzing the relationship between coffee habits,...	14	Experimental	—	Jupyter Notebook
69	khanhlinh1406/heart-disease-ml A beginner-level machine learning project developed for self-learning,...	14	Experimental	—	Jupyter Notebook
70	Ashadeep2002/Heart_Disease_Prediction Machine Learning project that predicts heart disease risk using Logistic...	14	Experimental	—	Jupyter Notebook
71	ChethanPallempati/healthcare-ai Full-stack healthcare risk prediction demo with FastAPI, React, and...	14	Experimental	—	Python
72	Sakethsiju/CardiacArrestDetectionNewBornBabies "ML model to predict cardiac arrest in newborn babies using Decision Tree,...	14	Experimental	—	HTML
73	kabirpatil12676/Health-Risk-Classifier-ML End-to-end ML pipeline to classify patient health risk (Healthy vs. High...	14	Experimental	—	Jupyter Notebook
74	Flavioce1/Heart-Disease-Prediction ML project predicting cardiovascular disease from clinical data — Jedha...	14	Experimental	—	Jupyter Notebook
75	Juan-David-Lopez-Arce/heart-disease-ml-comparison This repository contains a project that explores classification models on a...	14	Experimental	—	Jupyter Notebook
76	Rindhiyaa/Pregnancy_Mental_Health AI-powered Postpartum Depression risk assessment platform with role-based...	14	Experimental	—	JavaScript
77	mubashir1837/hf-deployed-heart-disease-classifier Hugging face space - Heart Disease Classifier	14	Experimental	—	Python
78	evanyan1203/heart-disease-api Machine learning API for heart disease prediction using FastAPI and Scikit-learn	14	Experimental	—	HTML
79	natanaparecido/projeto-predicao-cardiaca 🫀 Projeto de ML para predição de doenças cardíacas \| Azure ML Studio \|...	14	Experimental	—	—
80	SalvatoreCoppa/Heart-Attack-Prediction-DevSecOps Secure, cloud-native Clinical Decision Support System for Heart Attack...	14	Experimental	—	HTML
81	Vladimirmesozoic360/Heart-Diseases-prediction-website ❤️ Predict heart disease risk using a machine learning web app that provides...	14	Experimental	—	Jupyter Notebook
82	sofianatale/HeartDisease_ML Machine learning project for predicting cardiovascular disease using...	14	Experimental	—	Jupyter Notebook
83	mohamed-saleh-01/Heart-Disease-Analytics End-to-End Heart Disease Analysis: Data Cleaning (Excel/Python), ML (91%...	14	Experimental	—	Jupyter Notebook
84	saitejamoturi26/health-risk-prediction-ml Machine Learning based Health Risk Prediction System built with React,...	14	Experimental	—	JavaScript
85	muqadasejaz/Heart-Diseases-Prediction This project uses machine learning technique(Logistic Regression) to predict...	14	Experimental	3	Jupyter Notebook
86	makschudzik/Heart-Disease-Clustering-Methods-Comparison This project analyzes the heart disease dataset using various clustering...	14	Experimental	3	Jupyter Notebook
87	AndrewVFranco/health-risk-score-model Random Forest regression pipeline for predicting environmental health risk...	14	Experimental	—	Jupyter Notebook
88	SushilJadhav04/heart-disease-detection-deployment Machine Learning web application that predicts the likelihood of heart...	14	Experimental	—	Jupyter Notebook
89	Unknown01100/heart-disease-analysis 📊 Analyze cardiac disease data to find patterns and risk factors, ensuring...	14	Experimental	—	Python
90	vikivinieratou-ship-it/heart-disease-knn-python Heart disease prediction using the k-Nearest Neighbors algorithm in Python.	14	Experimental	—	Python
91	alperrkilic/heart-attack-prediction A Heart Attack Risk Prediction Project	14	Experimental	10	Jupyter Notebook
92	MohamedTarek1er/Heart_Disease_Prediction a machine learning pipeline to predict heart disease risk based on...	13	Experimental	2	Jupyter Notebook
93	amakaogbu/Hypertension-risk-model A comparative analysis of 4 ML algorithms. This Hypertension Risk Prediction...	13	Experimental	11	Jupyter Notebook
94	nadhif-royal/HeartDiseasePredictionML This project aims to predict heart disease using machine learning models...	13	Experimental	—	Jupyter Notebook
95	acetinkaya/Heart-Disease-Prediction-with-ML-Algorithm-Using-Feature-Selection-by-Genetic-Algorithm Genetik Algoritma Yaklaşımıyla Öznitelik Seçimi Kullanılarak Makine...	13	Experimental	5	—
96	arash-mehrzadi/A-Stacking-Based-Model-for-Non-Invasive-Detection-of-Coronary-Heart-Disease A Stacking-Based Model for Non-Invasive Detection of Coronary Heart Disease	13	Experimental	5	Python
97	ingGibran/Heart-Failure-Predictor Heart Failure Prediction API <3	12	Experimental	1	JavaScript
98	nainsi2003/heart-disease-precdiction-ml Heart Disease Prediction Web using React + Python + Machine Learning	12	Experimental	1	JavaScript
99	kareem-ghazi/heart-disease-prediction A machine learning project for early heart disease prediction using patient...	12	Experimental	1	Jupyter Notebook
100	mriosrivas/heart-risk-prediction End to end implementation of a machine learning model. From model selection...	12	Experimental	3	—
101	nhs-bnssg-analytics/fpt_tool Shiny tool that surfaces the models that predict NHS performance from demand...	12	Experimental	4	R
102	ikeasamoahansah/Heart-Disease-Prediction A logistic regression model to predict the likelihood of heart disease	12	Experimental	3	Jupyter Notebook
103	jaisweta-naarrayanan/AUTOMATED-HEART-DISEASE-DIAGNOSIS-SYSTEM-USING-GENETIC-FEATURE-SELECTION A hybrid ML-based model for Auto Heart Disease Diagnosis (AHDD) using CNN...	12	Experimental	4	Jupyter Notebook
104	miguelvanegas-c/LogisticRegression Logistic Regression model built from scratch to predict heart disease....	11	Experimental	—	Jupyter Notebook
105	shubhamgupta407/Cardiovascular-Risk-Intelligence AI-powered heart disease risk assessment system with explainable...	11	Experimental	—	HTML
106	ComputerVision804/Heart-Disease-Prediction AI-Powered Heart Disease Prediction System This project is a full-stack...	11	Experimental	—	Jupyter Notebook
107	aypy01/am-i-cooked Scikit_Learn Project	11	Experimental	—	Jupyter Notebook
108	arbdoescode/Cardiac-Arrest-AI-prediction Python algorithm for Machine Learning of a Cardiac Arrest Dataset	11	Experimental	—	Python
109	hedayatbehnam/ctamace CTAMACE is a web application which can be used to predict major...	11	Experimental	2	R
110	hedayatbehnam/primace Predicting First-Year Survival after Percutaneous Coronary Interventions: A...	11	Experimental	2	R
111	ShaziaK354/heart_failure_prediction_app Web app to predict heart failure risk using ANN (TensorFlow + Flask)	11	Experimental	—	HTML
112	FehintoluSamuel/Ischemic-heart-disease- This project explores ischemic heart disease trends in Nigeria using data...	11	Experimental	—	Jupyter Notebook
113	RoshiniT2411/machineLearning-Kaggle End-to-end Machine Learning projects featuring Housing Price Regression...	11	Experimental	—	Jupyter Notebook
114	omarDlgaber/heart-disease-prediction Heart Disease Prediction using Logistic Regression: A high-recall medical...	11	Experimental	—	Jupyter Notebook
115	Harikesh-14/Heart-Disease-Predictor This repository contains the code for a web application designed to predict...	10	Experimental	1	TypeScript
116	AdiNarendra98/HeartDiseaseAnalysis-iNueron.ai-Internship Repo for my submission to the iNueron Internship Project-"Heart Disease...	10	Experimental	1	Jupyter Notebook
117	prernarohra/Heart-Disease-Prediction This project develops a machine learning model to predict heart disease risk...	10	Experimental	1	Jupyter Notebook

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