IntelliDoc is a comprehensive medical application designed to predict various diseases using advanced machine learning (ML) and deep learning (DL) techniques. The application includes:
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Machine Learning Predictors:
- Diabetes Predictor: Assesses the risk of diabetes based on numerical health metrics.
- Heart Disease Predictor: Evaluates vital statistics to determine the probability of heart disease.
- Parkinson's Disease Predictor: Uses various health indicators to predict the likelihood of Parkinson's disease.
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Deep Learning Predictor:
- Pneumonia Predictor: Utilizes Convolutional Neural Networks (CNN) to analyze chest X-ray images and predict the presence of pneumonia.
IntelliDoc aims to assist in the early detection and management of diseases by providing users with accurate and actionable health insights.