超越作的放射学:对瘤临床使用的批判性评估
Natally Horvat1, Nikolaos Papanikolaou1, Dow-Mu Koh1
1From the Department of Radiology, Memorial Sloan-Kettering Cancer Center, New York, NY (N.H.); Department of Radiology, University of São Paulo, São Paulo, Brazil (N.H.); Computational Clinical Imaging Group, Champalimaud Foundation, Portugal (N.P.); and Department of Radiology, Royal Marsden Hospital, Downs Rd, Sutton SM2 5PT, United Kingdom (N.P., D.M.K.).
放射学为通过定量图像分析改变癌症管理提供了巨大的潜力. 解决其应用中的关键挑战对于瘤学的广泛临床采用至关重要.
科学领域:
- 在瘤学瘤学.
- 医疗成像医学成像
- 人工智能的人工智能
背景情况:
- 放射学,从医疗图像中提取定量数据,是瘤学的快速发展领域.
- 它具有提高癌症管理的潜力,包括瘤特征,预后和治疗反应评估.
- 然而,临床采用受到几个挑战的阻碍.
研究的目的:
- 介绍放射学在瘤学中的翻译潜力和影响.
- 识别放射学导出和实施中的常见挑战和错误.
- 提出克服这些障碍和提高临床接受度的策略.
主要方法:
- 关于瘤学中的放射学的审查和观点.
- 探索研究设计,标准化,可重复性,数据共享和用户界面方面的挑战.
- 讨论临床整合的战略和措施.
主要成果:
- 放射学有可能对癌症管理产生重大影响.
- 许多挑战,包括技术,标准化和数据相关问题,阻碍了临床采用.
- 克服这些挑战的策略对于实现辐射化学的全部潜力至关重要.
结论:
- 放射学通过先进的图像分析为改善癌症护理提供了一个有希望的途径.
- 解决已确定的挑战对于成功的临床翻译和整合至关重要.
- 需要采用多方面的方法,以提高各利益相关方对放射性化学的使用和接受.
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