Suppr超能文献

人工智能用于诊断糖尿病并发症。

Artificial Intelligence to Diagnose Complications of Diabetes.

作者信息

Ayers Alessandra T, Ho Cindy N, Kerr David, Cichosz Simon Lebech, Mathioudakis Nestoras, Wang Michelle, Najafi Bijan, Moon Sun-Joon, Pandey Ambarish, Klonoff David C

机构信息

Diabetes Technology Society, Burlingame, CA, USA.

Center for Health Systems Research, Sutter Health, Santa Barbara, CA, USA.

出版信息

J Diabetes Sci Technol. 2025 Jan;19(1):246-264. doi: 10.1177/19322968241287773. Epub 2024 Nov 22.

Abstract

Artificial intelligence (AI) is increasingly being used to diagnose complications of diabetes. Artificial intelligence is technology that enables computers and machines to simulate human intelligence and solve complicated problems. In this article, we address current and likely future applications for AI to be applied to diabetes and its complications, including pharmacoadherence to therapy, diagnosis of hypoglycemia, diabetic eye disease, diabetic kidney diseases, diabetic neuropathy, diabetic foot ulcers, and heart failure in diabetes.Artificial intelligence is advantageous because it can handle large and complex datasets from a variety of sources. With each additional type of data incorporated into a clinical picture of a patient, the calculation becomes increasingly complex and specific. Artificial intelligence is the foundation of emerging medical technologies; it will power the future of diagnosing diabetes complications.

摘要

人工智能(AI)越来越多地被用于诊断糖尿病并发症。人工智能是一种使计算机和机器能够模拟人类智能并解决复杂问题的技术。在本文中,我们阐述了人工智能目前以及未来可能应用于糖尿病及其并发症的领域,包括药物治疗依从性、低血糖诊断、糖尿病眼病、糖尿病肾病、糖尿病神经病变、糖尿病足溃疡以及糖尿病合并心力衰竭。人工智能具有优势,因为它可以处理来自各种来源的大量复杂数据集。随着纳入患者临床情况的每一种额外数据类型的增加,计算变得越来越复杂和具体。人工智能是新兴医疗技术的基础;它将推动糖尿病并发症诊断的未来发展。

相似文献

1
Artificial Intelligence to Diagnose Complications of Diabetes.
J Diabetes Sci Technol. 2025 Jan;19(1):246-264. doi: 10.1177/19322968241287773. Epub 2024 Nov 22.
2
Artificial intelligence for detecting keratoconus.
Cochrane Database Syst Rev. 2023 Nov 15;11(11):CD014911. doi: 10.1002/14651858.CD014911.pub2.
3
The impact of artificial intelligence on the endoscopic assessment of inflammatory bowel disease-related neoplasia.
Therap Adv Gastroenterol. 2025 Jun 23;18:17562848251348574. doi: 10.1177/17562848251348574. eCollection 2025.
4
6
Uses of Different Machine Learning Algorithms for Diagnosis of Dental Caries.
J Healthc Eng. 2022 Mar 31;2022:5032435. doi: 10.1155/2022/5032435. eCollection 2022.
7
Artificial intelligence for diagnosing exudative age-related macular degeneration.
Cochrane Database Syst Rev. 2024 Oct 17;10(10):CD015522. doi: 10.1002/14651858.CD015522.pub2.
10
Application of artificial intelligence techniques for non-alcoholic fatty liver disease diagnosis: A systematic review (2005-2023).
Comput Methods Programs Biomed. 2024 Feb;244:107932. doi: 10.1016/j.cmpb.2023.107932. Epub 2023 Nov 22.

引用本文的文献

1
Explainable AI for Chronic Kidney Disease Prediction in Medical IoT: Integrating GANs and Few-Shot Learning.
Bioengineering (Basel). 2025 Mar 29;12(4):356. doi: 10.3390/bioengineering12040356.

本文引用的文献

1
Role of Artificial Intelligence in Kidney Pathology: Promises and Pitfalls.
Kidney360. 2024 Jul 1;5(7):1044-1046. doi: 10.34067/KID.0000000000000482. Epub 2024 Jun 5.
2
A global initiative to deliver precision health in diabetes.
Nat Med. 2024 Jul;30(7):1819-1822. doi: 10.1038/s41591-024-03032-4.
5
Comparison of 21 artificial intelligence algorithms in automated diabetic retinopathy screening using handheld fundus camera.
Ann Med. 2024 Dec;56(1):2352018. doi: 10.1080/07853890.2024.2352018. Epub 2024 May 13.
6
Large language models approach expert-level clinical knowledge and reasoning in ophthalmology: A head-to-head cross-sectional study.
PLOS Digit Health. 2024 Apr 17;3(4):e0000341. doi: 10.1371/journal.pdig.0000341. eCollection 2024 Apr.
9
Artificial intelligence-enhanced electrocardiogram analysis for identifying cardiac autonomic neuropathy in patients with diabetes.
Diabetes Obes Metab. 2024 Jul;26(7):2624-2633. doi: 10.1111/dom.15578. Epub 2024 Apr 11.

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验