Nature

Alternate encoder and dual decoder CNN-Transformer networks for medical image segmentation

Automatic segmentation of anatomical structures (such as organs) and lesion regions in medical images has become a critical task in medical image analysis and is widely used in clinical diagnosis and ...
Nature

Multi-modal transformer architecture for medical image analysis and automated report generation

In modern medicine, radiology plays a vital role in diagnosis and treatment planning for a disease. Radiological Imaging techniques such as X-ray and magnetic resonance imaging (MRI) provide valuable ...