DOI: 10.1515/mr-2022-0042
Artificial intelligence in theranostics of gastric cancer,a review
Yiqian Zha1
Cuili Xue1
Yanlei Liu1
Jian Ni1
Jesus M.De La Fuente2
Daxiang Cui3
1.Institute of Nano Biomedicine and Engineering,Shanghai Engineering Research Center for Intelligent Diagnosis and Treatment Instrument,School of Sensing Science and Engineering,Shanghai Jiao Tong University,Shanghai,China;National Engineering Research Center for Nanotechnology,Shanghai,China2.Institute of Aragon Nanoscience,University of Zaragoza,Zaragoza,Spain3.Institute of Nano Biomedicine and Engineering,Shanghai Engineering Research Center for Intelligent Diagnosis and Treatment Instrument,School of Sensing Science and Engineering,Shanghai Jiao Tong University,800 Dongchuan Road,Shanghai 200240,China;National Engineering Research Center for Nanotechnology,28 Jiangchuan Eastern Road,Shanghai 200241,China
摘要：Gastric cancer(GC)is one of the commonest cancers with high morbidity and mortality in the world.How to realize precise diagnosis and therapy of GC owns great clinical requirement.In recent years,artificial intel-ligence(AI)has been actively explored to apply to early diagnosis and treatment and prognosis of gastric carci-noma.Herein,we review recent advance of AI in early screening,diagnosis,therapy and prognosis of stomach carcinoma.Especially AI combined with breath screening early GC system improved 97.4％of early GC diagnosis ratio,AI model on stomach cancer diagnosis system of saliva biomarkers obtained an overall accuracy of 97.18％,speci-ficity of 97.44％,and sensitivity of 96.88％.We also discuss concept,issues,approaches and challenges of AI applied in stomach cancer.This review provides a comprehensive view and roadmap for readers working in this field,with the aim of pushing application of AI in theranostics of stomach cancer to increase the early discovery ratio and curative ratio of GC patients.
机标关键词：intelligencereviewcancerartificialgastrictheranostics
论文发表日期：2023-06-28
在线出版日期：2025-08-15（本平台首次上网日期，不代表文献的发表时间）
页数：16( 214-229 )
英文信息