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人工智能在糖尿病诊疗中的应用及发展 被引量:4

Application and Development of Artificial Intelligence in Diabetes Diagnosis and Treatment
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摘要 随着糖尿病患者人数逐年升高、医疗压力逐年增大,糖尿病诊疗也暴露出诸多问题亟待解决。融合了人工智能与互联网医疗的智能医疗可以为这些问题提供很好的解决思路,因而获得了广泛的关注。本文将首先总结糖尿病诊疗的现状及问题;进而,从智能诊疗、糖尿病视网膜病变辅助诊断、医疗大数据挖掘、糖尿病健康管理等方面分析人工智能在糖尿病诊疗当中的应用;最后,总结人工智能在糖尿病诊疗中的不足,展望人工智能在糖尿病诊疗中的发展前景。 The increases of diabetic patients and the medical pressure expose many problems for the diagnosis and treatment of diabetes which urgently need to be addressed.The intelligent medical,which merges the artificial intelligence and internet medical,can provide good solutions to these problems,and obtain a lot of attention.This paper will firstly summarize the current situation and existing problems of diagnosis and treatment of diabetes;and consequently,analyze the application of artificial intelligence in the diagnosis and treatment of diabetes from intelligent diagnosis and treatment,auxiliary diagnosis of diabetic retinopathy,medical big data,and diabetes health management;finally,summarize the shortcomings of artificial intelligence in the diagnosis and treatment of diabetes,and look forward to the corresponding development prospects.
作者 齐琳 唐志娟 QI Lin;TANG Zhi-juan(Heilongjiang University of Chinese Medicine,Harbin,Heilongjiang 150000;Nanjing University of Traditional Chinese Medicine,Nanjing,Jiangsu 210046)
出处 《智慧健康》 2021年第11期70-73,共4页 Smart Healthcare
关键词 人工智能 糖尿病 应用及发展 Artificial intelligence Diabetes Application and Development
作者简介 通信作者:唐志娟
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  • 1杭波,马计.基于二次推理的糖尿病诊断专家系统研究[J].微计算机信息,2008,24(5):221-222. 被引量:5
  • 2戴霞,罗佐杰,罗艳霞,姚冬芳,黄秋红,包小娟.临床医护人员在糖尿病教育中存在问题的调查分析[J].广西医学,2005,27(2):292-293. 被引量:17
  • 3李华,杨华章.我国开展糖尿病随访的现状及存在问题[J].护理学报,2006,13(3):33-35. 被引量:23
  • 4Diabetes: World Health Organization report [ EB/OL ]. (2015-01-01) [ 2015-10-21 ]. http ://www. who. int/medi- acentre/facts heets/fs312/en.
  • 5Kinyoun J, Barton F, Fisher M, et al. Detection of diabetic macular edema: ophthalmoscopy versus photography-Early Treatment Diabetic Retino-pathy Study Report Number 5. The ETDRS Research Group[ J]. Ophthalmology, 1989,96 (6) :746-750.
  • 6[NO authors listed]. Early photocoagulation for diabetic retinopathy. ETDRS report number 9. Early Treatment Dia- betic Retinopathy Study Research Group[ J ]. Ophthalmolo- gy, 1991,98(5 suppl) :766-785.
  • 7Bresnick G H, Mukamel D B, Dickinson J C, et al. A screening approach to the surveillance of patients with dia- betes for the presence of vision-threatening retinopathy [ J ]. Ophthalmology, 2000,107 ( 1 ) : 19-24.
  • 8Abra'moff M D, Niemeijer M, Suttorp-Schulten M S, et al. Evaluation of a system for automatic detection of diabetic retinopathy from color fundus photographs in a large popula- tion of patients with diabetes [ J ]. Diabetes Care, 2008,31 (2) :193-198.
  • 9Methods to evaluate segmentation and indexing techniques in the field of retinal ophthalmology [ EB/OL]. (2010-09-06) [2015-10-21 ]. http://messidor, crihan, fr/.
  • 10Niemeijer M, Staal J J, van Ginneken B, et al. Compara- tive study of retinal vessel segmentation methods on a new publicly available database, in medical imaging [ J ]. Proc SPIE, 2004,5370:648-656.

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