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 ...
Nature

Image segmentation network based on enhanced dual encoder

Medical image segmentation plays a crucial role in image analysis, focusing on the identification and delineation of specific structures or areas of interest within medical images. By accurately ...
inc42

What Is Encoder-Decoder Architecture? Here’s All You Need to Know

What Is An Encoder-Decoder Architecture? An encoder-decoder architecture is a powerful tool used in machine learning, specifically for tasks involving sequences like text or speech. It’s like a ...
NHK

8K 120-Hz Video Real-Time Encoder and Decoder

In this paper, we introduce the world’s first 8K 120-Hz video real-time encoder and decoder that complies with ARIB STD-B32 1) . We evaluated the coding efficiency and demonstrated that 8K 120-Hz ...