FA-Net: A Fuzzy Attention-aided Deep Neural Network for Pneumonia Detection in Chest X-Rays

This is the official implementation of "FA-Net: A Fuzzy Attention-aided Deep Neural Network for Pneumonia Detection in Chest X-Rays" (IEEE CBMS, 2024)

Overall workflow:

Channel Attention Module (CAM):

Fuzzy Channel Selection (FCS):

Results

Heat maps

Confusion matrix

Subspace feature representation

Authors 🤓*

Ayush Roy
Anurag Bhattacharjee
Ram Sarkar
Diego Oliva
Oscar Ramos-Soto
Francisco J. Alvarez-Padilla