ISSN 1006-298X      CN 32-1425/R

导航

肾脏病与透析肾移植杂志 ›› 2021, Vol. 30 ›› Issue (5): 465-469.DOI: 10.3969/j.jssn.1006-298X2021.5.014

• • 上一篇    下一篇

人工智能在肾脏病理的应用前景

  

  • 出版日期:2021-10-28 发布日期:2021-10-28

Artificial intelligence in renal pathology

  • Online:2021-10-28 Published:2021-10-28

摘要: 人工智能技术是近年来发展迅速的一门新兴学科,目前广泛应用于医学多个领域。肾脏病理是肾脏疾病诊断的金标准,已有多项研究显示人工智能技术能够在肾脏病理中得到很好的应用,包括肾小球、肾小管、间质和动脉等基本结构和病变的识别,预测肾脏病理分型(级)和患者预后等,从而实现自动化肾脏病理特征定量、病理分型(级)及预后判断。本文就目前人工智能技术在肾脏病理中的研究进展作一综述。


Abstract: Artificial intelligence (AI) is a new subject with rapid development in recent years, which is widely used in many fields of medicine. Renal pathology is the gold standard for the diagnosis of kidney disease. Many studies have shown that AI can be well applied in renal pathology, including the structure and lesion recognition of glomeruli, tubules, stroma, arteries, etc, prediction of renal pathological classification (grade) and prognosis, which will realize automatic quantification of features, pathological classification and prognosis evaluation. This article reviews the current progress of AI in renal pathology.