🩺 MultiDx

A Streamlit-based web application that predicts the likelihood of multiple diseases (Diabetes, Heart Disease, and Parkinson’s) using trained machine learning models.

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📌 Features

• 🔍 Predict Diabetes, Heart Disease, and Parkinson’s Disease
• 🧠 Uses machine learning models trained with real-world data
• 🧾 Simple web UI built with Streamlit
• 📈 Fast and interactive predictions
• 📦 Easily deployable on Streamlit Cloud

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🧠 Technologies Used

• Python
• Streamlit
• scikit-learn
• Pandas
• NumPy

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🧪 Installation

1. Clone the repository

bash Copy Edit git clone https://github.com/vineesha35/MultiDx.git cd MultiDx

2. Create a virtual environment (optional)

bash Copy Edit python -m venv venv source venv/bin/activate # On Windows: venv\Scripts\activate

3. Install dependencies

bash Copy Edit pip install -r requirements.txt

4. Run the Streamlit app

bash Copy Edit streamlit run app.py