关于人工智能在腹部成像中的临床应用的综述
Benjamin M Mervak1, Jessica G Fried1, Ashish P Wasnik1
1Department of Radiology, University of Michigan-Michigan Medicine, 1500 E. Medical Center Dr., Ann Arbor, MI 48109, USA.
人工智能 (AI) 越来越多地用于放射学,特别是腹部成像. 本综述涵盖了人工智能的基础,应用,FDA批准和放射科医生的实施挑战.
科学领域:
- 放射学 放射学是一门学科.
- 医疗成像医学成像
- 人工智能的人工智能
背景情况:
- 人工智能 (AI) 在放射科医生中越来越受欢迎.
- 虽然早期的应用专注于神经,心胸和乳腺成像,但AI在身体成像中的应用正在扩大.
- 现在有超过30个FDA批准的AI算法可用于腹部和盆腔成像.
研究的目的:
- 探索人工智能和机器学习在放射学中的基础知识.
- 审查人工智能算法在腹部成像中的功能和应用.
- 讨论FDA批准途径和AI在临床实践中的实施挑战.
主要方法:
- 关于人工智能在腹部成像中的当前文献的综述.
- 对FDA批准的身体成像AI算法的分析.
- 讨论人工智能基础,功能和临床实施.
主要成果:
- 腹部成像中的AI应用正在迅速增加.
- 许多FDA批准的AI算法存在于腹部和骨盆应用中.
- 人工智能实施的主要挑战包括技术,伦理和监管障碍.
结论:
- 人工智能为增强腹部成像实践提供了巨大的潜力.
- 对放射科医生来说,了解人工智能的基础,应用和监管途径至关重要.
- 解决实施挑战是实现人工智能在放射学中的全部好处的关键.
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