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人工智能在糖尿病护理中的作用:SWOT分析

Role of Artificial Intelligence in Diabetes Mellitus Care: A SWOT Analysis.

作者信息

Kataria Priya, Madhu Srivenkata, Upadhyay Madhu K

机构信息

Department of Community Medicine, University College of Medical Sciences and GTB Hospital, New Delhi, India.

Department of Endocrinology, Centre for Diabetes, Endocrinology and Metabolism, University College of Medical Sciences and GTB Hospital, New Delhi, India.

出版信息

Indian J Endocrinol Metab. 2024 Nov-Dec;28(6):562-568. doi: 10.4103/ijem.ijem_183_24. Epub 2024 Oct 17.

Abstract

Diabetes mellitus has become one of the major public health problems in India. Chronic nature and the rising epidemic of diabetes have adverse consequences on India's economy and health status. Recently, machine learning (ML) methods are becoming popular in the healthcare sector. Human medicine is a complex field, and it cannot be solely handled by algorithms, especially diabetes, which is a lifelong multisystem disorder. But ML methods have certain attributes which can make a physician's job easier and can also be helpful in health system management. This article covers multiple dimensions of using artificial intelligence (AI) for diabetes care under the headings Strengths, Weaknesses, Opportunities, and Threats (SWOT), specifically for the Indian healthcare system with a few examples of the latest studies in India. We briefly discuss the scope of using AI for diabetes care in rural India, followed by recommendations. Identifying the potential and challenges with respect to AI use in diabetes care is a fundamental step to improve the management of disease with best possible use of technology.

摘要

糖尿病已成为印度主要的公共卫生问题之一。糖尿病的慢性性质及其不断上升的流行态势对印度的经济和健康状况产生了不利影响。近来,机器学习(ML)方法在医疗保健领域正变得越来越流行。人类医学是一个复杂的领域,不能仅由算法来处理,尤其是糖尿病,它是一种终身的多系统疾病。但是ML方法具有某些特性,这些特性可以使医生的工作更轻松,并且在卫生系统管理中也会有所帮助。本文在优势、劣势、机会和威胁(SWOT)的标题下涵盖了将人工智能(AI)用于糖尿病护理的多个方面,特别是针对印度医疗保健系统,并列举了印度一些最新研究的实例。我们简要讨论了在印度农村地区将AI用于糖尿病护理的范围,随后给出了建议。识别在糖尿病护理中使用AI的潜力和挑战是通过最佳利用技术来改善疾病管理的基本步骤。

相似文献

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Role of Artificial Intelligence in Diabetes Mellitus Care: A SWOT Analysis.人工智能在糖尿病护理中的作用:SWOT分析
Indian J Endocrinol Metab. 2024 Nov-Dec;28(6):562-568. doi: 10.4103/ijem.ijem_183_24. Epub 2024 Oct 17.

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