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 126 heart disease prediction frameworks tracked. 2 score above 50 (established tier). The highest-rated is kritikaparmar-programmer/HealthCheck at 51/100 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...	51	Established	181	Jupyter Notebook
2	kb22/Heart-Disease-Prediction The project involves training a machine learning model (K Neighbors...	51	Established	266	Jupyter Notebook
3	chayandatta/Heart_disease_prediction Heart Disease prediction using 5 algorithms	47	Emerging	127	Jupyter Notebook
4	nano-bot01/Heart-Disease-Prediction-System-using-Machine-Learning A Heart Disease Prediction System built on machine learning	42	Emerging	5	Jupyter Notebook
5	hallowshaw/PredictiX PredictiX is a comprehensive multi-disease prediction system built using the...	40	Emerging	13	JavaScript
6	drujensen/heart-disease Predicting Heart Disease using SHAInet	39	Emerging	10	Crystal
7	oladimeji-kazeem/heart-disease-detection-using-ai Heart disease is one of the leading causes of death worldwide. Early...	36	Emerging	6	Jupyter Notebook
8	abhayshah0305/RiskAssess A web application that predicts if a patient has cancer, diabetes, heart...	36	Emerging	32	Jupyter Notebook
9	PawarMukesh/Heart-Disease-Prediction This dataset is contain different parameter information of heart disease...	34	Emerging	10	Jupyter Notebook
10	Kumar-laxmi/Heart-Disease-Prediction-System Heart Disease Prediction System using Machine Learning	33	Emerging	41	Python
11	0xcan/heart-disease-risk-prediction Heart disease risk prediction with LightGBM	31	Emerging	4	HTML
12	nano-bot01/Heart-Disease-Prediction-using-machine-and-deep-learning-techniques Heart Disease Prediction using machine and deep learning techniques works on...	30	Emerging	6	Jupyter Notebook
13	jbrun0r/predicting-heart-disease The Heart Disease Prediction Project is a machine learning project aimed at...	29	Experimental	1	Jupyter Notebook
14	Monica-Gullapalli/heart-disease-prediction-using-machine-learning-with-flask A machine learning web application used to depict presence of heart disease,...	29	Experimental	12	HTML
15	VectorInstitute/delirium-scorecard An application to predict delirium prevalence rates at hospitals	29	Experimental	4	TypeScript
16	Aryanwadhwa14/HEART-DISEASE This project predicts heart disease using ML and DL models while also...	29	Experimental	3	Jupyter Notebook
17	VectorInstitute/delirium-risk-predictor An application to predict risk of delirium at time of admission	27	Experimental	1	TypeScript
18	BerkKilicoglu/ML-Modelling-Disease-Analysis Obtaining meaningful results from the data set using the model trained with...	27	Experimental	13	Python
19	Hashehri/Disease-Diagnosis-NLP-Project Clustering the medical textbook, in order to categorize diseases based on...	27	Experimental	11	Jupyter Notebook
20	lorenzodenisi/Heart-Failure-Clinical-Records Analisys of the dataset Heart Failures clinical records from UCI using...	27	Experimental	12	Jupyter Notebook
21	smb-h/heart-disease-association-rule-mining Analyzing heart data via association rules	27	Experimental	1	Jupyter Notebook
22	AmrAtefAmer/Heart-Disease-Predictor This is a complete data science project that starts from loading data to...	27	Experimental	7	Jupyter Notebook
23	RaziyeAkr/heart-attack-classification In this notebook, I have reviewed several classification algorithms on datasets.	26	Experimental	7	Jupyter Notebook
24	NhanPhamThanh-IT/Logistic-Regression-Heart-Disease-Prediction 🫀 A machine learning project using logistic regression to predict heart...	26	Experimental	15	Jupyter Notebook
25	lovnishverma/heart-attack-predict This is a simple Flask-based web application that predicts the likelihood of...	25	Experimental	3	HTML
26	eltonvaliyev2008-hub/KNN Heart Disease Prediction using KNN Classification on 15K+ patient records \|...	25	Experimental	1	Jupyter Notebook
27	incubated-geek-cc/mindful-predictions A Flask web app deployed and uses built Regression model to predict an...	25	Experimental	8	JavaScript
28	leotodisco/HeartCare_AI Modello di Machine Learning che ha lo scopo di eseguire previsioni...	25	Experimental	5	Jupyter Notebook
29	olaelshiekh/Heart_Disease_detection World Health Organization has estimated 12 million deaths occur worldwide,...	25	Experimental	8	Jupyter Notebook
30	Abdelrahmen-Elashry/Heart_Disease_Project This project applies machine learning techniques to the UCI Heart Disease...	24	Experimental	3	Jupyter Notebook
31	Aryamaan23/HEALTH_CLUB23 To help out people we have desinged Health Club where people can get...	24	Experimental	1	JavaScript
32	yashpandey474/AI-Disease-Prediction-System Project for implementing a predictive model for medical diagnosis using...	23	Experimental	3	Java
33	ELDERGARLIC/Heart-Attack-Prediction Heart attack prediction using Machine Learning.	23	Experimental	4	Jupyter Notebook
34	Nizarassad/Heart-disease-detection-system The aim of this project is to predicts the likelihood of patients getting...	23	Experimental	4	Jupyter Notebook
35	FaresAlnamla/heart-disease-prediction-ml End-to-end machine learning project for predicting heart disease using...	22	Experimental	—	Jupyter Notebook
36	AidanColvin/heart-disease-ml-pipeline Machine learning pipeline for heart disease probability estimation using...	22	Experimental	—	Python
37	nufreeman/heart-disease-ml-practice ❤️ Predict heart disease risk using classic machine learning techniques with...	22	Experimental	—	Jupyter Notebook
38	sahmed0/heart-health-app Predict cardiovascular risk profiles using a Gradient Boosting Classifier...	22	Experimental	—	HTML
39	przemekwarnel/ml-patient-classifier Reproducible ML pipeline for disease classification with cross-validation,...	22	Experimental	—	Python
40	nidhikargathra/HeartCare An intelligent system to predict probability of heart diseases by using...	22	Experimental	2	Java
41	991o2o9/smart-cardiologist Intelligent Python service with FastAPI for real-time heart disease...	22	Experimental	37	Python
42	NarayanLab/VT_MAP_Project Code and Description of AI-based encoding of ventricular action potential...	21	Experimental	1	Jupyter Notebook
43	alperrkilic/heart-attack-prediction A Heart Attack Risk Prediction Project	21	Experimental	10	Jupyter Notebook
44	SanaAledilbi/ML-Heart-Disease-Detection Machine learning-based heart disease prediction with comparative model analysis	21	Experimental	—	Jupyter Notebook
45	DIno0510207/heart-disease-prediction ❤️ Predict heart disease using machine learning on the UCI dataset,...	21	Experimental	—	Jupyter Notebook
46	omidcodes/ML-heart-disease-prediction Machine learning project using the Kaggle Heart Disease Health Indicators...	21	Experimental	8	Jupyter Notebook
47	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	20	Experimental	5	Python
48	amakaogbu/Hypertension-risk-model A comparative analysis of 4 ML algorithms. This Hypertension Risk Prediction...	20	Experimental	11	Jupyter Notebook
49	muqadasejaz/Heart-Diseases-Prediction This project uses machine learning technique(Logistic Regression) to predict...	20	Experimental	3	Jupyter Notebook
50	acetinkaya/Heart-Disease-Prediction-with-ML-Algorithm-Using-Feature-Selection-by-Genetic-Algorithm Genetik Algoritma Yaklaşımıyla Öznitelik Seçimi Kullanılarak Makine...	20	Experimental	5	—
51	makschudzik/Heart-Disease-Clustering-Methods-Comparison This project analyzes the heart disease dataset using various clustering...	20	Experimental	3	Jupyter Notebook
52	ikeasamoahansah/Heart-Disease-Prediction A logistic regression model to predict the likelihood of heart disease	19	Experimental	3	Jupyter Notebook
53	mriosrivas/heart-risk-prediction End to end implementation of a machine learning model. From model selection...	19	Experimental	3	—
54	MalindaBotheju/Kyphosis-Disease-Prediction A web application using a tuned Support Vector Machine (SVM) to predict...	19	Experimental	1	Jupyter Notebook
55	jaisweta-naarrayanan/AUTOMATED-HEART-DISEASE-DIAGNOSIS-SYSTEM-USING-GENETIC-FEATURE-SELECTION A hybrid ML-based model for Auto Heart Disease Diagnosis (AHDD) using CNN...	19	Experimental	4	Jupyter Notebook
56	kareem-ghazi/heart-disease-prediction A machine learning project for early heart disease prediction using patient...	19	Experimental	1	Jupyter Notebook
57	goldteaa/heart-disease-prediction-ml Machine learning pipeline for predicting heart disease using Logistic...	19	Experimental	—	Jupyter Notebook
58	albinzayedrawan/AI-Comparing-Heart-Disease-Prediction A Comparative Study of Three Intelligent Techniques for the Disease...	18	Experimental	1	Jupyter Notebook
59	hedayatbehnam/ctamace CTAMACE is a web application which can be used to predict major...	18	Experimental	2	R
60	hasib61714/heart-disease-prediction AI-powered heart disease prediction system	17	Experimental	—	JavaScript
61	prernarohra/Heart-Disease-Prediction This project develops a machine learning model to predict heart disease risk...	17	Experimental	1	Jupyter Notebook
62	AdiNarendra98/HeartDiseaseAnalysis-iNueron.ai-Internship Repo for my submission to the iNueron Internship Project-"Heart Disease...	17	Experimental	1	Jupyter Notebook
63	sumbal00001234-jpg/ML-LinearRegression-Project ML Assignment - Linear Regression on Heart Disease Dataset	17	Experimental	1	Jupyter Notebook
64	daniellec-m/Heart-Dataset K-Means clustering and analysis performed on a dataset containing...	17	Experimental	—	—
65	Nouran246/Healthcare-test-results-classification-using-Machine-Learning 4th place in kaggle's competition	17	Experimental	—	Jupyter Notebook
66	krishnaarora023/Heart_Disease_Analysis_And_Prediction 📌This project uses Machine Learning techniques to predict heart disease...	16	Experimental	2	Jupyter Notebook
67	erenyeager101/Heart-Disease-monitoring Patients can enter their symptoms and relevant health data (like heart rate,...	16	Experimental	2	HTML
68	maheshsharma01/Heart-Disease-Prediction-using-Machine-Learning Machine learning project for predicting heart disease risk using...	15	Experimental	1	Jupyter Notebook
69	Teferihagos/clinical-note-specialty-classification-nlp NLP project for classifying clinical notes into medical specialties using...	15	Experimental	1	Jupyter Notebook
70	nimshafernando/CardioRisk-AI Machine learning web app for 10-year coronary heart disease risk prediction....	15	Experimental	1	Jupyter Notebook
71	sahirskd/HeartGlass-AI Explainable Risk Scoring for Chronic Disease	15	Experimental	1	Python
72	mohamed-saleh-01/Heart-Disease-Analytics End-to-End Heart Disease Analysis: Data Cleaning (Excel/Python), ML (91%...	14	Experimental	—	Jupyter Notebook
73	Sakethsiju/CardiacArrestDetectionNewBornBabies "ML model to predict cardiac arrest in newborn babies using Decision Tree,...	14	Experimental	—	HTML
74	ChethanPallempati/healthcare-ai Full-stack healthcare risk prediction demo with FastAPI, React, and...	14	Experimental	—	Python
75	Ashadeep2002/Heart_Disease_Prediction Machine Learning project that predicts heart disease risk using Logistic...	14	Experimental	—	Jupyter Notebook
76	SickCiQuattro/MLDM-Coffee-Health Data science project analyzing the relationship between coffee habits,...	14	Experimental	—	Jupyter Notebook
77	Unknown01100/heart-disease-analysis 📊 Analyze cardiac disease data to find patterns and risk factors, ensuring...	14	Experimental	—	Python
78	mubashir1837/hf-deployed-heart-disease-classifier Hugging face space - Heart Disease Classifier	14	Experimental	—	Python
79	evanyan1203/heart-disease-api Machine learning API for heart disease prediction using FastAPI and Scikit-learn	14	Experimental	—	HTML
80	Vladimirmesozoic360/Heart-Diseases-prediction-website ❤️ Predict heart disease risk using a machine learning web app that provides...	14	Experimental	—	Jupyter Notebook
81	sofianatale/HeartDisease_ML Machine learning project for predicting cardiovascular disease using...	14	Experimental	—	Jupyter Notebook
82	AndrewVFranco/health-risk-score-model Random Forest regression pipeline for predicting environmental health risk...	14	Experimental	—	Jupyter Notebook
83	Flavioce1/Heart-Disease-Prediction ML project predicting cardiovascular disease from clinical data — Jedha...	14	Experimental	—	Jupyter Notebook
84	dannydave/Heart-Disease-Diagnosis-using-Machine-Learning-and-Data-Mining Heart Disease Diagnosis using Machine Learning and Data Mining	14	Experimental	7	Jupyter Notebook
85	Its-PrashantTechie/CardioHealth-AI This is a heart disease prediction app which utilizes the concept of machine...	14	Experimental	1	Jupyter Notebook
86	nainsi2003/heart-disease-precdiction-ml Heart Disease Prediction Web using React + Python + Machine Learning	14	Experimental	1	JavaScript
87	vikivinieratou-ship-it/heart-disease-knn-python Heart disease prediction using the k-Nearest Neighbors algorithm in Python.	14	Experimental	—	Python
88	Himal-Badu/Diseases-prediction 🫀 Machine learning toolkit for heart disease prediction — classifies...	14	Experimental	—	—
89	okara4inceva/DSML_DEMO_PROJECT Machine learning model for predicting mortality risk in heart failure...	14	Experimental	—	Jupyter Notebook
90	elhoussine-arise/heart-failure-prediction ❤️ Heart Failure Mortality Risk Prediction — Clinical decision-support...	14	Experimental	—	Jupyter Notebook
91	mtfattahpour/chd-prediction Predicting the 10-year risk of coronary heart disease (CHD) using data from...	14	Experimental	—	Jupyter Notebook
92	khanhlinh1406/heart-disease-ml A beginner-level machine learning project developed for self-learning,...	14	Experimental	—	Jupyter Notebook
93	kabirpatil12676/Health-Risk-Classifier-ML End-to-end ML pipeline to classify patient health risk (Healthy vs. High...	14	Experimental	—	Jupyter Notebook
94	Juan-David-Lopez-Arce/heart-disease-ml-comparison This repository contains a project that explores classification models on a...	14	Experimental	—	Jupyter Notebook
95	Tekipeps/fyp Final year project (Heart disease prediction using machine learning techniques)	13	Experimental	13	HTML
96	FehintoluSamuel/Ischemic-heart-disease- This project explores ischemic heart disease trends in Nigeria using data...	13	Experimental	—	Jupyter Notebook
97	omarDlgaber/heart-disease-prediction Heart Disease Prediction using Logistic Regression: A high-recall medical...	13	Experimental	—	Jupyter Notebook
98	ComputerVision804/Heart-Disease-Prediction AI-Powered Heart Disease Prediction System This project is a full-stack...	13	Experimental	—	Jupyter Notebook
99	manthan89-py/Heart-Disease-Prediction This project is combination of data analysis and machine learning. In this...	13	Experimental	10	Jupyter Notebook
100	M-F-Tushar/Heart-Disease-Classification A machine learning project that classifies heart disease using clinical...	13	Experimental	6	Jupyter Notebook
101	ShaziaK354/heart_failure_prediction_app Web app to predict heart failure risk using ANN (TensorFlow + Flask)	13	Experimental	—	HTML
102	arbdoescode/Cardiac-Arrest-AI-prediction Python algorithm for Machine Learning of a Cardiac Arrest Dataset	13	Experimental	—	Python
103	aypy01/am-i-cooked Scikit_Learn Project	13	Experimental	—	Jupyter Notebook
104	nadhif-royal/HeartDiseasePredictionML This project aims to predict heart disease using machine learning models...	13	Experimental	—	Jupyter Notebook
105	Infi-09/Heart-Attack-Project This project contains the jupyter notebook and the data used for the Machine...	13	Experimental	9	Jupyter Notebook
106	MohamedTarek1er/Heart_Disease_Prediction a machine learning pipeline to predict heart disease risk based on...	13	Experimental	2	Jupyter Notebook
107	Hamza-A-Ansari/Analysis_on_Heart-Disease_Data In this repository, I've added my Final Project regarding "Data Science"...	12	Experimental	7	Jupyter Notebook
108	MuhangTian/GFR-Experiments A machine learning algorithm to create risk score models for risk prediction	12	Experimental	5	Jupyter Notebook
109	funyee22/health-prediction-system A health prediction system that takes facial images as input and predicts...	12	Experimental	5	Jupyter Notebook
110	Amaan-developpeur/HeartPredictionAPI A machine learning-powered REST API for predicting the presence of heart...	12	Experimental	4	Jupyter Notebook
111	ingGibran/Heart-Failure-Predictor Heart Failure Prediction API <3	12	Experimental	1	JavaScript
112	enigmao/Heart_Disease_Prediction_using_ML Prediction system which uses machine learning to predict the need of...	12	Experimental	2	Jupyter Notebook
113	SARIT42/HeartAttack-Prediction-ML Predicting Heart Attacks using different ML Models.	11	Experimental	—	HTML
114	DULAKSHANA404/heart-tumor Heart Risk Predictor ✅ Technologies Used: Python (Flask) Keras /...	11	Experimental	2	HTML
115	gulnaaz-data-analyst/Heart-Health-Prediction This project develops a heart health prediction system using machine...	11	Experimental	3	Jupyter Notebook
116	Laxmikantathare/Heart-Disease A Heart Disease Prediction web app built with Flask , Bootstrap , MongoDB.	11	Experimental	3	HTML
117	Godm0de0n/Heart-Disease-Prediction ML Model using Logistic Regression to predict Heart Disease	11	Experimental	—	Jupyter Notebook
118	miguelvanegas-c/LogisticRegression Logistic Regression model built from scratch to predict heart disease....	11	Experimental	—	Jupyter Notebook
119	Akhil1409906/Heart-Disease-Prediction-Using-Machine-Learning- This project is a web application designed to predict the risk of heart...	11	Experimental	4	Jupyter Notebook
120	Indrasish7/HeartFailurePrediction Built a tool to classify and predict whether a patient is prone to heart...	11	Experimental	1	Jupyter Notebook
121	shubhamgupta407/Cardiovascular-Risk-Intelligence AI-powered heart disease risk assessment system with explainable...	11	Experimental	—	HTML
122	AnxiousCodeGeek/heartAttack-RandomForestModel This repository contains a project for predicting heart attacks using a...	11	Experimental	—	Jupyter Notebook
123	Atqarana/API-heart-disease-ML-Model ML model API that predicts heart disease risk using a refined Random Forest...	11	Experimental	4	HTML
124	Soulhox/heartAttackClassification Este repositorio contiene el código correspondiente al proyecto final de...	10	Experimental	2	Jupyter Notebook
125	shardik95/Heart-Attack-Prediction-System Developed a prediction system to predict heart attack based on data of 300...	10	Experimental	2	Jupyter Notebook
126	Kawai-Senpai/Heartly Heartly is a Python application developed with Kivy, designed to evaluate...	10	Experimental	2	Jupyter Notebook

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