Dubai has launched the world’s first Human–Machine Collaboration (HMC) Icons system to clarify the role of AI in content creation. Developed by the Dubai Future Foundation, it labels human and machine ...

The global apparel industry is fiercely competitive and constantly evolving with trends, technology and shifting consumer demographics. Within this high-stakes sector, Levi Strauss & Co. LEVI and ...

Medical images are the standard approach for the analysis and diagnosis of critical issues of diseases. To minimize the time-consuming inspection and evaluation process of the medical images from ...

Few-shot medical image segmentation (FSMIS) is a more promising solution for medical image segmentation tasks where high-quality annotations are naturally scarce. However, current mainstream methods ...

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The RaNet model (Figure 1), designed for medical image segmentation tasks, follows an encoder-decoder architecture enhanced with attention mechanisms and feature fusion techniques.