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人工智能在炎症性肠病中的应用进展

Application progress of artificial intelligence in inflammatory bowel disease
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摘要 炎症性肠病(inflammatory bowel disease,IBD)是一种具有复杂性和异质性的疾病,以慢性复发和缓解的肠道炎症为特征,目前发病机理尚不明确,临床缺乏特异性的标志物,其精准化诊疗是临床的一大挑战。人工智能(artificial intelligence,AI)具有强大的数据识别和分析能力,结合当前医疗大数据的发展,AI在提高IBD诊断准确性,识别风险个体,评估疾病严重程度,预测治疗反应以及评估预后等方面的应用广泛开展,有巨大的潜力促进IBD精准医疗的发展。本文就AI在IBD诊疗中的应用进展作一综述。 Inflammatory bowel disease(IBD)is a complex and heterogeneous disease characterized by chronic recurrent and remitting intestinal inflammation.Its pathogenesis is still unclear and specific clinical markers are lacking,which makes accurate diagnosis and treatment of IBD a major clinical challenge.Artificial intelligence(AI)has strong data recognition and analysis capabilities.Combined with the development of medical big data,AI has been widely applied in improving the diagnostic accuracy,identifying at-risk individuals,assessing disease severity,predicting treatment response and evaluating prognosis of IBD,which has great potential to promote the development of precision medicine.This article reviewed the application progress of AI in IBD.
作者 吴朴仙 王红霞 林婧 任鹏程 王祥 WU Puxian;WANG Hongxia;LIN Jing;REN Pengcheng;WANG Xiang(The Second Clinical Medical College of Lanzhou University,Lanzhou 730030;Department of Gastroenterology,Lanzhou University Second Hospital,China)
出处 《胃肠病学和肝病学杂志》 CAS 2024年第10期1377-1381,共5页 Chinese Journal of Gastroenterology and Hepatology
基金 甘肃省重点研发计划(21YF5FA124)。
关键词 炎症性肠病 人工智能 机器学习 精准诊疗 Inflammatory bowel disease Artificial intelligence Machine learning Precision medicine
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