世界科学技术-中医药现代化2026，Vol.28Issue(8)：2432-2442,11.DOI:10.11842/wst.20251029002
生成式人工智能赋能肿瘤中西医结合诊疗:现在与未来
Generative Artificial Intelligence Empowering the Diagnosis and Treatment of Tumors with Integrated Traditional Chinese and Western Medicine:Present and Future
摘要
Abstract
In recent years,the integration of traditional Chinese medicine and Western medicine(TCM-WM)has offered more comprehensive and effective therapeutic strategies for cancer patients by combining holistic regulation with precision-based interventions.However,this approach continues to face several challenges,including strong subjectivity in diagnosis and treatment,limited standardization,and difficulties in data integration.Generative Artificial Intelligence(GAI),as an emerging technology,demonstrates advanced capabilities in complex data processing,nonlinear pattern recognition,and logical reasoning.These features not only closely align with the concepts of complex systems and holism underlying the diagnosis and treatment of tumors with integrated TCM-WM,but also offer multiple possibilities for scientific innovation.Leveraging the increasing availability of big data in oncology,this article aims to explore the potential applications of GAI.These applications include driving the digital and intelligent transformation of the four-diagnostic methods,advancing novel intelligent diagnostic paradigms,optimizing combinatorial therapeutic strategies,and transforming preventive health management systems.Furthermore,we propose a preliminary architecture for a data-knowledge dual-driven"Intelligent agent for the diagnosis and treatment of tumors with integrated TCM-WM",and systematically analyze the current challenges along with corresponding strategies.Ultimately,this work seeks to promote the high-level development of the diagnosis and treatment of tumors with integrated TCM-WM and facilitate the translational application of GAI in this domain.关键词
生成式人工智能/肿瘤/中西医结合/智能体/全程智能化Key words
Generative artificial intelligence/Tumors/Integration of traditional Chinese and western medicine/Agent/Full-process intelligentization分类
医药卫生引用本文复制引用
张武静,付力,许云,龙艺尹,刘剑,徐钰莹,杨宇飞..生成式人工智能赋能肿瘤中西医结合诊疗:现在与未来[J].世界科学技术-中医药现代化,2026,28(8):2432-2442,11.基金项目
北京市中医药管理局北京市中医药科技发展资金项目(BJZYYB-2023-19):基于高维数据挖掘的人机交互中医肿瘤临床多模态诊疗数据平台构建与探索,负责人:许云. （BJZYYB-2023-19）
