建设和初步试验测试一个决策应用程序的医院前损害控制复苏
Haoyang Yang1, Wenqiong Du1, Zhaowen Zong1
1State Key Laboratory of Trauma, Burn and Combined Injury, Department for Combat Casualty Care Training, Army Medical University, Chongqing, 400038, China.
概括
开发并测试了一款用于医院前损伤控制复苏 (PHDCR) 的新应用程序. 该应用程序显著减少了决策时间,并在动物模型中改善了复苏结果,证明了其有效性和可用性.
科学领域:
- 紧急医疗 紧急医疗
- 创伤外科 手术 创伤外科
- 医疗信息学 医疗信息学
背景情况:
- 医院前损伤控制复苏 (PHDCR) 对严重受伤的患者至关重要.
- 及时和准确的决策对于有效的PHDCR至关重要.
- 目前的方法可能缺乏医院前环境所需的速度和精度.
研究的目的:
- 为医院前损害控制复苏 (PHDCR) 开发一个决策应用程序.
- 在模拟创伤场景中评估构建的应用程序的有效性和可用性.
主要方法:
- 通过文献审查建立决策算法,并使用基于字典,机器学习和深度学习的文本细分来实施.
- 使用Spring Boot框架开发了一个基于Web的应用程序.
- 用猪模拟的透腹部损伤模型来比较医学学生使用和不使用应用程序做出的PHDCR决策.
主要成果:
- PHDCR决策应用程序已经成功构建.
- 对于PHDCR的决策时间与无助决策 (87.5秒) 相比,应用程序的决策时间 (28.8秒) 显著缩短 (p < 0.001).
- 用应用程序辅助决策治疗的动物模型显示出更好的结果,包括更高的平均动脉压和更好的凝血参数.
结论:
- 为PHDCR开发了一个新的决策应用程序.
- 该应用程序在模拟透腹部损伤模型中证明了初步有效性,改善了复苏结果.
- 该应用程序显示了增强医院前创伤护理决策的潜力.
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