PCA+CNN Approach in Chest X-ray Classification
 Service | AIHealthCareML |
|---|---|
| Brief Summary | Automated Classification of Chest X-ray Images using Convolutional Neural Networks: A Comparative Study of PCA+CNN and CNN Approaches |
Overview
👉Our video presentation for this project: link🔍
Our project focused on developing a CNN model for automated classification. Several CNN architectures have been explored in our project, including U-Net and VGG19. Also, we conducted an ablation study to investigate the application of PCA in our project as a dataset pre-processing technique, to see whether it can enhance the performance of the models.
The U-Net Classifier:
The VGG19 Classifier:
