中国肿瘤外科杂志2026，Vol.18Issue(1)：22-30,9.DOI:10.3969/j.issn.1674-4136.2026.01.004
人工智能在肿瘤影像学中的应用进展
Application progress of artificial intelligence in tumor imaging
摘要
Abstract
Medical imaging plays an indispensable role in tumor diagnosis and treatment,but traditional methods are plagued by prominent issues,including subjective interpretation and challenges in early lesion detection.In recent years,breakthroughs in artificial intelligence(AI)have brought a paradigm shift to tumor imaging.By leveraging machine learning and deep learning techniques,AI has substantially enhanced the sensitivity of early tumor detection,surgical precision,the accuracy of prognostic prediction,and the personalization of therapeutic decision-making.This article provides a systematic review of the developmental trajectory and core applications of AI in tumor imaging,analyzes current challenges,and outlines future directions,with the aim of offering theoretical support for the establishment of an AI-driven precision oncology diagnostic and treatment system.关键词
人工智能/肿瘤/影像学/早期检测/预后预测Key words
Artificial intelligence/Tumor/Imaging/Early detection/Prognostic prediction引用本文复制引用
高留刚,张恒,张宇涛,倪昕晔,杨冠羽,祝因苏..人工智能在肿瘤影像学中的应用进展[J].中国肿瘤外科杂志,2026,18(1):22-30,9.基金项目
国家自然科学基金(82441021) （82441021）
江苏省肿瘤医院移山计划项目(YSZD/PY202410) （YSZD/PY202410）
