Many studies have established that the attention mechanism has great potential in improving the performance of Convolutional Neural Networks (CNNs) in image classification problems in recent years.

Breast cancer, pneumonia, and colon cancer are all common diseases. These diseases seriously jeopardize the health of patients. Rapid and accurate diagnosis of diseases can lead to early prevention ...