胃肠道成像中的人工智能:进步和应用
Jaron J R Chong1, Anish Kirpalani2, Robert Moreland3
1Department of Medical Imaging, Schulich School of Medicine and Dentistry, Western University, 800 Commissioners Road East, London, Ontario N6A 5W9, Canada.
Radiologic clinics of North America
|April 12, 2025
概括
人工智能 (AI) 在胃肠道 (GI) 成像中的应用正在进步,尽管比其他医疗领域的进步要慢. 本综述涵盖了人工智能概念及其在肠道成像中的应用,以更好地临床实施.
科学领域:
- 医疗成像医学成像
- 人工智能的人工智能
- 胃肠道 (GI) 通道成像成像
背景情况:
- 人工智能已经推进了医学成像,但胃肠道应用落后于其他地区.
- 对于腹部成像,特别是胃肠道系统,需要在人工智能方面取得重大进展.
- 了解AI基础对于其整合到GI成像中至关重要.
研究的目的:
- 审查基础的人工智能 (AI) 概念.
- 突出目前在胃肠道成像中的AI应用.
- 讨论AI在临床实践中的实施和未来的发展.
主要方法:
- 对基础AI概念的审查.
- 人工智能在急性和突发性胃肠道成像中的应用例子.
- 讨论AI在炎症性肠病,瘤学和各种胃肠道应用中的应用.
主要成果:
- 在胃肠道成像中的人工智能应用是多样化的,涵盖新出现的疾病,炎症性肠道疾病和瘤学.
- 基础AI概念对于理解其在GI成像中的作用至关重要.
- 讨论了GI成像中的AI的实施挑战和未来发展策略.
结论:
- 人工智能具有很大的潜力,可以推进胃肠道 (GI) 影像诊断和患者护理.
- 解决实施障碍是加速AI在临床GI实践中的关键.
- 持续的研究和开发对于释放人工智能在胃肠道的全部能力至关重要.
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