AI Agent 智能体 - Multi-Agent 架构入门

Skin cancer is one of the most common malignancies worldwide, and early-stage diagnosis remains challenging due to its morphological similarity to benign lesions. Most existing computer-aided diagnostic systems rely on single static images, overlooking temporal information that is critical for distinguishing progressive malignancy.

Peripherally inserted central catheters (PICCs) are increasingly used in France for prolonged intravenous therapies such as chemotherapy, parenteral nutrition, or antibiotics. They are easier to place than traditional central venous catheters and carry fewer immediate risks, but remain associated with delayed complications, mainly infections, thromboembolic events, and mechanical issues.