FDDLM - COPD Disease Detection

This project uses deep learning models (CNN, LSTM, and CNN-LSTM) to detect COPD (Chronic Obstructive Pulmonary Disease).

Features

• Models: CNN, LSTM, CNN-LSTM
• Validation: Hold-out and K-fold
• Performance metrics: Accuracy, Precision, Recall, F1-score
• Visualizations included

How to Run

1. Clone the repo:

   git clone https://github.com/yourusername/FDDLM.git
   
   

Requirements Python 3

TensorFlow / Keras

NumPy

Matplotlib

scikit-learn