Nature

MedNet: a lightweight attention-augmented CNN for medical image classification

We propose MedNet, a lightweight and efficient CNN architecture that integrates depthwise separable convolutions and CBAM to improve classification accuracy on medical image datasets. We design a ...
Nature

Automated classification of natural and synthetic pigments from SEM images using CNN-based deep learning

Analytical technology was applied in the field of cultural heritage science in the 1980s 4,5,6. Since then, rapid technological development has inspired numerous studies that have primarily explored ...