国际医学放射学杂志2024，Vol.47Issue(3)：257-259,3.DOI:10.19300/j.2024.S21528
影像人工智能在肿瘤诊疗中的应用
Application of artificial intelligence in imaging for tumor diagnosis and treatment
摘要
Abstract
Radiomics and artificial intelligence(AI)have experienced vigorous development in recent years.Initially used for computer-aided diagnosis,radiomics has since expanded to predict tumor prognosis and treatment efficacy,demonstrating immense research and application value.This article provides a brief overview of recent studies on AI models in tumor diagnosis and treatment and discusses issues in translation of existing research findings,such as inadequate model interpretability and weak generalization capability.Possible solutions are proposed to drive the clinical translation and application,ultimately advancing the healthcare industry.关键词
影像组学/人工智能/肿瘤/诊断/治疗Key words
Radiomics/Artificial intelligence/Tumor/Diagnosis/Treatment分类
医药卫生引用本文复制引用
刘再毅,陆铖..影像人工智能在肿瘤诊疗中的应用[J].国际医学放射学杂志,2024,47(3):257-259,3.基金项目
国家重点研发计划(2023YFC3402800) （2023YFC3402800）
国家自然科学基金项目(82272084,22HAA01598,U22A20345) （82272084,22HAA01598,U22A20345）
广东省科技计划项目(2022B1212010011) （2022B1212010011）
