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如何为欧洲放射学的光明未来做好准备。

How to prepare for a bright future of radiology in Europe.

作者信息

Becker Minerva

机构信息

Unit of Head and Neck and Maxilofacial Radiology, Division of Radiology, Diagnostic Department, Geneva University Hospitals, University of Geneva, Rue Gabrielle Perret Gentil 4, Geneva 14, CH 1211, Switzerland.

出版信息

Insights Imaging. 2023 Oct 10;14(1):168. doi: 10.1186/s13244-023-01525-3.

Abstract

Because artificial intelligence (AI)-powered algorithms allow automated image analysis in a growing number of diagnostic scenarios, some healthcare stakeholders have raised doubts about the future of the entire radiologic profession. Their view disregards not only the role of radiologists in the diagnostic service chain beyond reporting, but also the many multidisciplinary and patient-related consulting tasks for which radiologists are solicited. The time commitment for these non-reporting tasks is considerable but difficult to quantify and often impossible to fulfil considering the current mismatch between workload and workforce in many countries. Nonetheless, multidisciplinary, and patient-centred consulting activities could move up on radiologists' agendas as soon as AI-based tools can save time in daily routine. Although there are many reasons why AI will assist and not replace radiologists as imaging experts in the future, it is important to position the next generation of European radiologists in view of this expected trend. To ensure radiologists' personal professional recognition and fulfilment in multidisciplinary environments, the focus of training should go beyond diagnostic reporting, concentrating on clinical backgrounds, specific communication skills with referrers and patients, and integration of imaging findings with those of other disciplines. Close collaboration between the European Society of Radiology (ESR) and European national radiologic societies can help to achieve these goals. Although each adequate treatment begins with a correct diagnosis, many health politicians see radiologic procedures mainly as a cost factor. Radiologic research should, therefore, increasingly investigate the imaging impact on treatment and outcome rather than focusing mainly on technical improvements and diagnostic accuracy alone.Critical relevance statement Strategies are presented to prepare for a successful future of the radiologic profession in Europe, if AI-powered tools can alleviate the current reporting overload: engaging in multidisciplinary activities (clinical and integrative diagnostics), enhancing the value and recognition of radiologists' role through clinical expertise, focusing radiological research on the impact on diagnosis and outcome, and promoting patient-centred radiology by enhancing communication skills.Key points • AI-powered tools will not replace radiologists but hold promise to reduce the current reporting burden, enabling them to reinvest liberated time in multidisciplinary clinical and patient-related tasks.• The skills and resources for these tasks should be considered when recruiting and teaching the next generation of radiologists, when organising departments and planning staffing.• Communication skills will play an increasing role in both multidisciplinary activities and patient-centred radiology.• The value and importance of a correct and integrative diagnosis and the cost of an incorrect imaging diagnosis should be emphasised when discussing with non-medical stakeholders in healthcare.• The radiologic community in Europe should start now to prepare for a bright future of the profession for the benefit of patients and medical colleagues alike.

摘要

由于人工智能驱动的算法在越来越多的诊断场景中实现了自动化图像分析,一些医疗保健利益相关者对整个放射学专业的未来产生了怀疑。他们的观点不仅忽视了放射科医生在诊断服务链中报告之外的作用,也忽视了放射科医生被要求承担的许多多学科和与患者相关的咨询任务。这些非报告任务所需的时间投入相当可观,但难以量化,而且考虑到许多国家目前工作量与劳动力之间的不匹配,往往无法完成。尽管如此,一旦基于人工智能的工具能够在日常工作中节省时间,多学科和以患者为中心的咨询活动可能会在放射科医生的议程上得到更多关注。尽管有许多原因表明人工智能在未来将协助而不是取代放射科医生成为影像专家,但鉴于这一预期趋势,为欧洲下一代放射科医生做好定位很重要。为了确保放射科医生在多学科环境中获得个人职业认可和成就感,培训的重点应超越诊断报告,集中在临床背景、与转诊医生和患者的特定沟通技巧,以及将影像检查结果与其他学科的结果相结合。欧洲放射学会(ESR)与欧洲各国放射学会之间的密切合作有助于实现这些目标。虽然每一次恰当的治疗都始于正确的诊断,但许多卫生政策制定者主要将放射学检查视为一个成本因素。因此,放射学研究应越来越多地调查影像检查对治疗和结果的影响,而不是仅仅主要关注技术改进和诊断准确性。关键相关性声明 如果人工智能驱动的工具能够缓解当前的报告负担,本文提出了一些策略,为欧洲放射学专业的成功未来做好准备:参与多学科活动(临床和综合诊断),通过临床专业知识提升放射科医生角色的价值和认可度,将放射学研究重点放在对诊断和结果的影响上,以及通过提高沟通技巧促进以患者为中心的放射学。要点 • 人工智能驱动的工具不会取代放射科医生,但有望减轻当前的报告负担,使他们能够将节省下来的时间重新投入到多学科临床和与患者相关的任务中。• 在招募和培养下一代放射科医生、组织科室和规划人员配置时,应考虑这些任务所需的技能和资源。• 沟通技巧在多学科活动和以患者为中心的放射学中都将发挥越来越重要的作用。• 在与医疗保健领域的非医学利益相关者讨论时,应强调正确和综合诊断的价值和重要性,以及错误影像诊断的成本。• 欧洲的放射学界现在就应该开始为该专业的美好未来做准备,以造福患者和医学同行。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fad3/10564684/6ef57f701edf/13244_2023_1525_Fig1_HTML.jpg

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