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人工智能在胸部成像中的应用——欧洲胸部影像学会(ESTI)的“是什么、怎么做、为什么”指南

Implementation of artificial intelligence in thoracic imaging-a what, how, and why guide from the European Society of Thoracic Imaging (ESTI).

机构信息

Department of Oncology, University of Oxford, Oxford, UK.

Department of Radiology, Cochin Hospital, Université Paris Cité, Paris, France.

出版信息

Eur Radiol. 2023 Jul;33(7):5077-5086. doi: 10.1007/s00330-023-09409-2. Epub 2023 Feb 2.

Abstract

This statement from the European Society of Thoracic imaging (ESTI) explains and summarises the essentials for understanding and implementing Artificial intelligence (AI) in clinical practice in thoracic radiology departments. This document discusses the current AI scientific evidence in thoracic imaging, its potential clinical utility, implementation and costs, training requirements and validation, its' effect on the training of new radiologists, post-implementation issues, and medico-legal and ethical issues. All these issues have to be addressed and overcome, for AI to become implemented clinically in thoracic radiology. KEY POINTS: • Assessing the datasets used for training and validation of the AI system is essential. • A departmental strategy and business plan which includes continuing quality assurance of AI system and a sustainable financial plan is important for successful implementation. • Awareness of the negative effect on training of new radiologists is vital.

摘要

这份来自欧洲胸部影像学会(ESTI)的声明解释并总结了理解和在胸部放射科临床实践中实施人工智能(AI)的要点。本文讨论了当前胸部成像领域的 AI 科学证据、其潜在的临床应用价值、实施和成本、培训要求和验证、对新放射科医生培训的影响、实施后的问题以及医学法律和伦理问题。所有这些问题都必须得到解决和克服,才能使 AI 在胸部放射学中得到临床应用。

关键点

  1. 评估用于训练和验证 AI 系统的数据至关重要。

  2. 对于成功实施,部门战略和业务计划包括对 AI 系统的持续质量保证和可持续的财务计划非常重要。

  3. 认识到对新放射科医生培训的负面影响至关重要。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6be2/10289914/cf9d2fd905b1/330_2023_9409_Fig1_HTML.jpg

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