A machine learning-powered REST API for predicting the presence of heart disease based on patient clinical data. Built using FastAPI and Dockerized for easy deployment. The final model uses a tuned Support Vector Machine (SVM) pipeline trained on healthcare data.

A machine learning project that classifies heart disease using clinical data. It includes data preprocessing, model training, evaluation, and visualization in a Jupyter Notebook.

Bachelor Thesis in Biomedical Engineering about Myocardial Ischemia Detection Using DWT Feature Extraction and Artificial Neural Networks Classifier

Final year capstone project for heart disease detection using a multi-modal approach. We trained separate ML models on ECG, PCG, and PPG signals and fused their confidence scores using a mathematical method to provide a more accurate and holistic risk assessment. Project Members: Anandakrishnan A and Aryan Matte

Heart disease classification using machine learning algorithms with hyperparameter tuning for optimized model performance. Algorithms include XGBoost, Random Forest, Logistic Regression, and moreto find the best model for accurate heart disease prediction.

In this project I have created an Heart Diseases predictive model that can accurately predicts whether a person has heart disease or not based on some medical data.

R | Classification Project

Heart Disease Classification Machine Learning Project

Generate a Machine Learning model which is capable of predicting whether a person has heart disease or not, based on the medical attributes of the person.

A GUI window that implements a classification model to predict whether a patient have heart disease or not.

Detección de cardiopatías en pacientes mediante el uso de datos clínicos utilizando técnicas de Machine Learning y Deep Learning.

Prédire si un individu est atteint ou non de maladie cardiaque.

Streamlit web app to classify heart disease risk using a trained machine learning pipeline.

Heart disease analysis and prediction using Machine Learning.

This project aims to classify /predict the occurrence of Heart disease using Machine learning models.

Heart Disease Prediction using SVM Classifier in Python

AI07 - Heart Disease Classification

Klasifikasi penyakit jantung menggunakan algoritma Neural Network