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Commercialization of medical artificial intelligence technologies: challenges and opportunities.

作者信息

Li Ben, Powell Dylan, Lee Regent

机构信息

Division of Vascular Surgery, University of Toronto, Toronto, Ontario, Canada.

Temerty Centre for Artificial Intelligence Research and Education in Medicine, University of Toronto, Toronto, Ontario, Canada.

出版信息

NPJ Digit Med. 2025 Jul 18;8(1):454. doi: 10.1038/s41746-025-01867-w.

DOI:10.1038/s41746-025-01867-w
PMID:40676253
Abstract
摘要

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本文引用的文献

1
Estimation of Ventricular and Intracranial Hemorrhage Volumes and Midline Shift on an External Validation Data Set Using a Convolutional Neural Network Algorithm.使用卷积神经网络算法在外部验证数据集上估计心室和颅内出血量及中线移位
Neurosurgery. 2025 Apr 14. doi: 10.1227/neu.0000000000003455.
2
Artificial Intelligence in Vascular Diseases: From Clinical Practice to Medical Research and Education.血管疾病中的人工智能：从临床实践到医学研究与教育
Angiology. 2025 Mar 14:33197251324630. doi: 10.1177/00033197251324630.
3
Screening for Abdominal Aortic Aneurysms Still Prevents Ruptures: A Secondary Analysis of the VIVA Trial.
腹主动脉瘤筛查仍可预防破裂：VIVA试验的二次分析
J Am Coll Cardiol. 2024 Dec 17;84(25):2494-2496. doi: 10.1016/j.jacc.2024.09.011. Epub 2024 Nov 6.
4
Prospective clinical evaluation of deep learning for ultrasonographic screening of abdominal aortic aneurysms.深度学习用于腹主动脉瘤超声筛查的前瞻性临床评估
NPJ Digit Med. 2024 Oct 15;7(1):282. doi: 10.1038/s41746-024-01269-4.
5
A scoping review of reporting gaps in FDA-approved AI medical devices.对美国食品药品监督管理局（FDA）批准的人工智能医疗设备报告漏洞的范围审查。
NPJ Digit Med. 2024 Oct 3;7(1):273. doi: 10.1038/s41746-024-01270-x.
6
Sound the Alarm: The Sonographer Shortage Is Echoing Across Healthcare.敲响警钟：超声医师短缺在医疗保健领域回荡。
J Ultrasound Med. 2024 Jul;43(7):1289-1301. doi: 10.1002/jum.16453. Epub 2024 Mar 27.
7
One-time screening for abdominal aortic aneurysm in Ontario, Canada: a model-based cost-utility analysis.加拿大安大略省腹主动脉瘤一次性筛查：基于模型的成本效用分析
CMAJ. 2024 Feb 4;196(4):E112-E120. doi: 10.1503/cmaj.230913.
8
The value and impact of health technology assessment: discussions and recommendations from the 2023 Health Technology Assessment International Global Policy Forum.健康技术评估的价值和影响：2023 年健康技术评估国际全球政策论坛的讨论和建议。
Int J Technol Assess Health Care. 2023 Dec 22;39(1):e75. doi: 10.1017/S0266462323002763.
9
A Systematic Review of the Barriers to the Implementation of Artificial Intelligence in Healthcare.医疗保健领域人工智能实施障碍的系统评价
Cureus. 2023 Oct 4;15(10):e46454. doi: 10.7759/cureus.46454. eCollection 2023 Oct.
10
Impact of Professional Society Guideline Publications in Medicine Subspecialties From 2012 to 2022: Implications for Clinical Care and Health Policy.2012年至2022年医学亚专业领域专业协会指南出版物的影响：对临床护理和卫生政策的启示
Mayo Clin Proc Innov Qual Outcomes. 2023 Jun 22;7(4):262-266. doi: 10.1016/j.mayocpiqo.2023.04.005. eCollection 2023 Aug.