Nature

Deep Learning Techniques for Water Body Extraction in Remote Sensing

Deep learning has transformed the automated mapping of water bodies from satellite and aerial imagery by leveraging hierarchical feature extraction, end-to-end learning frameworks and advanced network ...
Nature

Transformer-assisted convolutional feature extraction with deep representation learning models for lung and colon cancer diagnosis using histopathological images

Cancer is one of the deadliest diseases that can be caused by some metabolic anomalies or a convergence of transmitted disorders. Lung and colon cancer (LCC) are posited as the most common causes of ...
Phys.org

Using geometry and physics to explain feature learning in deep neural networks

Deep neural networks (DNNs), the machine learning algorithms underpinning the functioning of large language models (LLMs) and other artificial intelligence (AI) models, learn to make accurate ...