计算机辅助临床诊断和治疗
Nadia Hamid1, Jay M Portnoy2, Aarti Pandya3
1Department of Internal Medicine, University of Kansas Hospital, 3901 Rainbow Blvd, Kansas City, KS, 66160, USA.
Current allergy and asthma reports
|June 23, 2023
概括
计算机辅助诊断和治疗 (CAD/CAT) 通过提供远程监控和数据分析的数字工具来增强患者的护理. 这项技术支持医疗保健专业人员做出明智的决策,以改善健康结果.
科学领域:
- 医疗信息学 医疗信息学
- 数字健康数字健康
- 计算机辅助医学是计算机辅助的医学.
背景情况:
- 计算机辅助诊断和治疗 (CAD/CAT) 利用计算机技术和远程医疗.
- 它旨在通过帮助疾病诊断和治疗来改善患者的治疗结果.
- 该领域正在迅速扩展到各种医疗学科.
研究的目的:
- 提供计算机辅助诊断和治疗的全面审查.
- 突出CAD/CAT在改善临床决策中的作用.
- 讨论CAD/CAT对患者结局的影响.
主要方法:
- 审查当前的文献和CAD/CAT的技术进步.
- 专注于过敏和免疫学的应用,包括数字工具.
- 对数据集成到电子病历 (EMR) 的分析.
主要成果:
- CAD/CAT利用数字工具进行远程患者监测 (例如数字吸入器,肺功能测试,电子日记).
- 将数据整合到EMR中有助于基于证据的诊断和治疗建议.
- 机器学习助力数据采集,特征提取,解释和决策支持.
结论:
- 通过分析大量数据集,CAD/CAT提供量身定制的建议,改善患者的治疗结果并减少不良事件.
- 这项技术是医疗保健专业人员的辅助工具,而不是替代品.
- 通过CAD/CAT,医疗服务提供者可以获得更好的诊断和治疗选择.
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