胃癌计算机断层扫描中的人工智能应用:一个叙事审查
Tingting Ma1,2,3,4,5, Hua Wang1,2,3,4,5, Zhaoxiang Ye2,3,4,5
1Department of Radiology, Tianjin Cancer Hospital Airport Hospital, Tianjin, China.
Translational cancer research
|October 20, 2023
概括
计算机断层扫描 (CT) 中的人工智能 (AI) 显示出改善胃癌 (GC) 诊断和治疗的前景. 人工智能工具可以提高诊断准确性和效率,帮助瘤学家在临床决策中发挥作用.
科学领域:
- 在瘤学瘤学.
- 放射学 放射学是一门学科.
- 医疗成像医学成像
背景情况:
- 人工智能 (AI) 正在改变瘤学临床实践.
- 计算机断层扫描 (CT) 是胃癌 (GC) 管理中的一个关键的成像模式.
研究的目的:
- 审查AI在CT中的临床应用,用于GC.
- 专注于人工智能在诊断,转移风险预测,预后和治疗疗效方面的作用.
主要方法:
- 在PubMed/MEDLINE数据库中进行文献搜索.
- 包括从1990年到2022年11月对GC CT中的AI应用的临床研究.
- 总结了经过验证的研究的主要发现.
主要成果:
- 在CT中人工智能在GC诊断,转移风险预测,生存分析和治疗反应评估方面显示出显著的潜力.
- 人工智能技术在诊断准确性和速度方面显示出超越临床医生的高潜力.
- 人工智能工具可以提高诊断准确度,减少放射科医生的工作量.
结论:
- 在GC CT中的人工智能应用正在迅速发展.
- 人工智能是瘤学家的辅助工具,而不是人类专业知识的替代品.
- 放射科医生对于将AI整合到临床工作流程中至关重要.
关键词:
人工智能 (AI) 是一种人工智能.计算机断层扫描 (CT) 是一种计算机断层扫描.胃癌 (GC) 是一种癌症.机器学习 (ML) 是指机器学习.无线电学 (radiomics) 是一种无线电学.更多相关视频
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