Suppr超能文献

人工智能在减少诊断成像错误中的作用。

Role of AI in diagnostic imaging error reduction.

作者信息

Burti Silvia, Zotti Alessandro, Banzato Tommaso

机构信息

Department of Animal Medicine, Production and Health, University of Padua, Padua, Italy.

出版信息

Front Vet Sci. 2024 Aug 30;11:1437284. doi: 10.3389/fvets.2024.1437284. eCollection 2024.

Abstract

The topic of diagnostic imaging error and the tools and strategies for error mitigation are poorly investigated in veterinary medicine. The increasing popularity of diagnostic imaging and the high demand for teleradiology make mitigating diagnostic imaging errors paramount in high-quality services. The different sources of error have been thoroughly investigated in human medicine, and the use of AI-based products is advocated as one of the most promising strategies for error mitigation. At present, AI is still an emerging technology in veterinary medicine and, as such, is raising increasing interest among in board-certified radiologists and general practitioners alike. In this perspective article, the role of AI in mitigating different types of errors, as classified in the human literature, is presented and discussed. Furthermore, some of the weaknesses specific to the veterinary world, such as the absence of a regulatory agency for admitting medical devices to the market, are also discussed.

摘要

在兽医学中,诊断成像错误以及减少错误的工具和策略方面的研究较少。诊断成像的日益普及和远程放射学的高需求使得减少诊断成像错误成为高质量服务的首要任务。在人类医学中,已经对不同的错误来源进行了深入研究,并且提倡使用基于人工智能的产品作为减少错误最有前景的策略之一。目前,人工智能在兽医学中仍然是一项新兴技术,因此,它在获得认证的放射科医生和普通从业者中都引起了越来越浓厚的兴趣。在这篇观点文章中,我们介绍并讨论了人工智能在减少人类文献中分类的不同类型错误方面的作用。此外,还讨论了兽医领域特有的一些弱点,例如缺乏医疗器械上市监管机构。

相似文献

1
Role of AI in diagnostic imaging error reduction.
Front Vet Sci. 2024 Aug 30;11:1437284. doi: 10.3389/fvets.2024.1437284. eCollection 2024.
3
Artificial intelligence 101 for veterinary diagnostic imaging.
Vet Radiol Ultrasound. 2022 Dec;63 Suppl 1:817-827. doi: 10.1111/vru.13160.
4
Artificial intelligence in veterinary diagnostic imaging: A literature review.
Vet Radiol Ultrasound. 2022 Dec;63 Suppl 1:851-870. doi: 10.1111/vru.13163. Epub 2022 Dec 5.
5
Artificial intelligence in veterinary diagnostic imaging: Perspectives and limitations.
Res Vet Sci. 2024 Aug;175:105317. doi: 10.1016/j.rvsc.2024.105317. Epub 2024 May 31.
6
Cybersecurity considerations for radiology departments involved with artificial intelligence.
Eur Radiol. 2023 Dec;33(12):8833-8841. doi: 10.1007/s00330-023-09860-1. Epub 2023 Jul 7.
7
Artificial Intelligence and Machine Learning in Radiology: Opportunities, Challenges, Pitfalls, and Criteria for Success.
J Am Coll Radiol. 2018 Mar;15(3 Pt B):504-508. doi: 10.1016/j.jacr.2017.12.026. Epub 2018 Feb 4.
8
The role of artificial intelligence in clinical imaging and workflows.
Vet Radiol Ultrasound. 2022 Dec;63 Suppl 1:897-902. doi: 10.1111/vru.13157.
9
Artificial Intelligence and Machine Learning Applied at the Point of Care.
Front Pharmacol. 2020 Jun 18;11:759. doi: 10.3389/fphar.2020.00759. eCollection 2020.

引用本文的文献

1
AI for rapid identification of major butyrate-producing bacteria in rhesus macaques (Macaca mulatta).
Anim Microbiome. 2025 Apr 24;7(1):39. doi: 10.1186/s42523-025-00410-2.

本文引用的文献

1
2
Improving radiology workflow using ChatGPT and artificial intelligence.
Clin Imaging. 2023 Nov;103:109993. doi: 10.1016/j.clinimag.2023.109993. Epub 2023 Oct 6.
4
A Guide to Cross-Validation for Artificial Intelligence in Medical Imaging.
Radiol Artif Intell. 2023 May 24;5(4):e220232. doi: 10.1148/ryai.220232. eCollection 2023 Jul.
5
Automatic classification of symmetry of hemithoraces in canine and feline radiographs.
J Med Imaging (Bellingham). 2023 Jul;10(4):044004. doi: 10.1117/1.JMI.10.4.044004. Epub 2023 Jul 25.
6
Veterinary radiologic error rate as determined by necropsy.
Vet Radiol Ultrasound. 2023 Jul;64(4):573-584. doi: 10.1111/vru.13259. Epub 2023 Jun 9.
9
Radiomics in veterinary medicine: Overview, methods, and applications.
Vet Radiol Ultrasound. 2022 Dec;63 Suppl 1:828-839. doi: 10.1111/vru.13156.
10
Artificial intelligence in veterinary diagnostic imaging: A literature review.
Vet Radiol Ultrasound. 2022 Dec;63 Suppl 1:851-870. doi: 10.1111/vru.13163. Epub 2022 Dec 5.

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