关键词: 人工智能, 胰腺癌, 早期筛查, 诊断, 治疗决策, 围手术期, 智能诊疗

Abstract: Driven by the digitization of modern medical practices, artificial intelligence (AI) has wide application in pancreatic cancer diagnosis and therapeutic intervention, spanning on early screening and diagnostic support, data-driven treatment decision-making, and perioperative management optimization. While existing AI models face limitations in generalizability across diverse populations, interpretability of algorithmic outputs, and dependency on constrained training datasets, these challenges are being progressively addressed through accelerating healthcare data digitization. AI technologies will coincide with expanding and matured clinical adoption scenarios, and AI-driven solutions hold promises for establishing an intelligent diagnosis and treatment ecosystem.

Key words: artificial intelligence, pancreatic cancer, early screening, diagnostic support, decision-making, perioperative management, intelligent diagnosis and treatment