核医学中的感染和炎症成像:人工智能的作用
Margarita Kirienko1, Lara Cavinato2, Martina Sollini3
1Nuclear Medicine, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy.
Seminars in nuclear medicine
|March 22, 2025
概括
人工智能 (AI) 增强了核医学,用于诊断感染和炎症. 人工智能模型改进了图像分析,有助于更早地检测这些具有挑战性的疾病,并改善了患者的治疗结果.
科学领域:
- 医疗成像医学成像
- 核医学是一种核医学.
- 人工智能的人工智能
背景情况:
- 传染病和炎症性疾病对全球健康构成挑战.
- 延迟诊断和治疗导致患者的严重后果.
- 检测低级炎症和隐性感染是很困难的.
研究的目的:
- 审查人工智能在核医学中对传染病和炎症疾病的成像中的当前应用.
- 批判性地讨论该领域的最新知识.
主要方法:
- 对22项研究的文献综述.
- 包括将人工智能应用于核医学工作流程的任何部分的研究.
- 对AI模型应用的批判性讨论.
主要成果:
- 人工智能技术正在应用于核医学工作流程的各个阶段.
- 人工智能显示出改善核医学图像分析的潜力.
- 研究表明AI在感染和炎症成像中的作用.
结论:
- 人工智能为核医学在感染和炎症方面的挑战提供了有希望的解决方案.
- 人工智能可以提高诊断的准确性和效率.
- 需要进一步研究和整合人工智能.
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