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人工智能在胃肠道诊断中的应用:综述。

Artificial Intelligence Applied to Gastrointestinal Diagnostics: A Review.

机构信息

School of Medicine.

Department of Pediatrics, Division of Gastroenterology.

出版信息

J Pediatr Gastroenterol Nutr. 2020 Jan;70(1):4-11. doi: 10.1097/MPG.0000000000002507.

Abstract

Artificial intelligence (AI), a discipline encompassed by data science, has seen recent rapid growth in its application to healthcare and beyond, and is now an integral part of daily life. Uses of AI in gastroenterology include the automated detection of disease and differentiation of pathology subtypes and disease severity. Although a majority of AI research in gastroenterology focuses on adult applications, there are a number of pediatric pathologies that could benefit from more research. As new and improved diagnostic tools become available and more information is retrieved from them, AI could provide physicians a method to distill enormous amounts of data into enhanced decision-making and cost saving for children with digestive disorders. This review provides a broad overview of AI and examples of its possible applications in pediatric gastroenterology.

摘要

人工智能(AI)是数据科学所涵盖的一个学科,其在医疗保健及其他领域的应用近年来迅速发展,现已成为日常生活的一个组成部分。AI 在胃肠病学中的应用包括疾病的自动检测以及病理亚型和疾病严重程度的区分。尽管胃肠病学领域的大多数 AI 研究都集中在成人应用上,但有许多儿科疾病可以从更多的研究中受益。随着新的和改进的诊断工具的出现以及从这些工具中检索到更多的信息,AI 可以为医生提供一种方法,将大量数据提炼为增强的决策,并为患有消化系统疾病的儿童节省成本。本综述广泛概述了 AI 及其在儿科胃肠病学中的潜在应用示例。

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