通过云计算医疗保健API,通过可扩展的处理和预测分析来提高医疗保健结果
Seyede Sana Salehi1, Hamid Saadatfar2, Solomon Sunday Oyelere3,4,5
1Department of Computer Engineering, Islamshahr Branch, Islamic Azad University, Islamshahr, Iran.
Frontiers in digital health
|January 26, 2026
概括
谷歌云医疗保健API通过先进的分析和机器学习改变了医疗保健. 虽然提供了像FHIR支持这样的好处,但隐私和合规方面的挑战需要战略管理才能成功地采用云计算.
科学领域:
- 医疗信息学 医疗信息学
- 云计算在医疗保健中的应用
- 数据分析数据分析数据分析.
背景情况:
- 医疗保健数据是多样化和复杂的.
- 云平台为高级分析和改进结果提供了潜力.
- 现有的平台在数据管理和集成方面面临着挑战.
研究的目的:
- 调查谷歌云医疗保健API在医疗保健转型中的作用.
- 分析基于云计算的医疗保健平台的功能和有效性.
- 将谷歌云医疗保健API与其他选择进行比较.
主要方法:
- 系统的文献审查.
- 检查基于云计算的医疗保健平台功能.
- 分析云解决方案对临床结果的影响.
- 对谷歌云医疗保健API和竞争对手进行比较分析.
主要成果:
- 谷歌云医疗保健API提供了一个无服务器架构,本地支持医疗保健标准 (FHIR,HL7v2,DICOM) 和AI/ML集成.
- 基于云计算的预测分析减少了医院再诊,医生倦怠,并使远程医疗成为可能.
- 通过全面的云解决方案,可以改善患者的治疗结果,运营效率和护理服务.
结论:
- 谷歌云医疗保健API为医疗保健转型提供了优势.
- 挑战包括数据隐私,监管合规以及供应商锁定.
- 战略规划和变革管理对于在医疗保健中成功采用云计算至关重要.
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