摘要
随着科技的发展,人工智能(AI)技术正逐渐应用于医学影像领域,但是AI技术仍面临诸多挑战。论文将分别从组织分割、疾病辅助诊断及临床研究三个方面综述影像AI技术在医学领域的应用进展,同时指出目前AI技术应用存在的问题。最后针对影像AI技术在医学领域中面临的挑战进行述评。
With the development of science and technology,artificial intelligence(AI)has been applied in the medical imaging field gradually.However,the AI still faces many challenges.In this paper,the imaging application progress of AI in medical field will be reviewed from the aspect of tissue segmentation,auxiliary diagnosis of disease and clinical research,respectively,and the problems in them will also be pointed out.Finally,the challenges of imaging AI in medical field will be discussed.
作者
徐子良
郑敏文
XU Ziliang;ZHENG Minwen(Department of Radiology,The First Affiliated Hospital,Air Force Medical University of PLA,Xi'an 710032,Shaanxi,China)
出处
《山东大学学报(医学版)》
CAS
北大核心
2023年第12期7-12,20,共7页
Journal of Shandong University:Health Sciences
基金
国家重点研发计划(2022YFA1004204)。
关键词
医学影像
人工智能
深度学习
计算机辅助诊断
Medical imaging
Artificial intelligence
Deep learning
Computer-aided diagnosis