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数据科学和老年麻醉研究:机遇和挑战

Mani Ratnesh S Sandhu¹, Mayanka Tickoo², Amit Bardia³

¹Department of Neurosurgery, University of Iowa Hospitals and Clinics, Iowa City, IA, USA.

Anesthesiology clinics

|July 29, 2023

概括

老年患者需要专门的研究来改善外科护理. 数据科学为老龄化人口提供了增强外科手术后期结果的机会.

科学领域:

老年医学老年医学
麻醉学麻醉学
在医疗保健中的数据科学.

背景情况:

越来越多的老年人接受手术.
现有的医疗方案往往不能充分解决与年龄相关的生理变化.
老年患者对麻醉和外科手术期间的干预有独特的反应.

研究的目的:

突出强调研究重点关注老年期外科手术周围结果的急需性.
确定老年麻醉和外科护理的具体研究机会.
讨论数据科学家在这个专业研究领域面临的挑战.

主要方法:

利用大型医疗保健数据库.
使用复杂的数据分析工具.
专注于特定于老年人群的术后数据.

主要成果:

数据科学可以为老年期外科护理提供重要的见解.
确定了一些研究缺口和机会.
概述了对这一人口群体的数据采集和分析的挑战.

结论:

专业研究对于优化日益增长的老年人群的手术结果至关重要.
数据驱动的方法对于推进老年期外科手术医学至关重要.
应对研究挑战将促进更好的患者护理和结果.

关键词:

临床结果临床结果数据数据数据数据数据深度学习是一种深度学习.老年人的麻醉疗法老年人的外科外科手术期间.机器学习机器学习

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