基于人工智能技术的骨科VTE防治系统的开发与应用
Design and application of an artificial intelligence-based venous thromboembolism prophylaxis system in orthopedics
吕姣姣 1毛雷音 2史跃芳 3张宇轩 1韩启明4
作者信息
- 1. 无锡市第九人民医院足踝外科(江苏无锡,214062)
- 2. 无锡市第九人民医院护理部(江苏无锡,214062)
- 3. 无锡市第九人民医院医务科(江苏无锡,214062)
- 4. 无锡市第九人民医院信息科(江苏无锡,214062)
- 折叠
摘要
目的 提高骨科患者静脉血栓栓塞(VTE)评估效率和准确性,减少VTE的发生.方法 将2 586例骨科住院手术患者按入院时间段分为对照组1 023例、观察组1 563例.对照组采用纸质评估表评估患者VTE情况、手动录入HIS等常规VTE风险管理;观察组开发VTE防治全链路系统进行患者VTE风险管理.结果 观察组VTE评估效率、评估正确率及医护人员管理满意度显著高于对照组(均P＜0.05),VTE发生率显著低于对照组(P＜0.05).结论 骨科VTE防治全链路系统的应用,可有效提高骨科住院手术患者VTE评估效率和正确率,减少VTE的发生,提高医护人员工作满意度.
Abstract
Objective To improve the efficiency and accuracy of venous thromboembolism(VTE)assessment and reduce the occur-rence of VTE in orthopedic patients.Methods A total of 2,586 orthopedic patients were divided into a control group of 1,023 and an observation group of 1,563 chronologically.The control group was used paper-form assessment for possible risk of VTE and the results were manually input into the Hospital Information System,while the observation group received VTE risk management by using a self-designed AI-based system.Results The performance of the system used in the observation group was more efficient and accurate compared with earlier methods in the control group(both P＜0.05).The observation group had significantly higher satis-faction of medical staff,whereas significantly lower incidence of VTE compared with the control group(both P＜0.05).Conclusion The application of AI-based system for VTE prophylaxis in orthopedic patients can effectively improve the efficiency and accuracy of VTE assessment,reduce the occurrence of VTE,and enhance job satisfaction of medical staff.
关键词
住院患者/骨科/外科手术/静脉血栓栓塞/人工智能技术/防治系统/预防护理Key words
inpatient/orthopedics/surgery/venous thromboembolism/artificial intelligence technology/prophylaxis sys-tem/prophylaxis care引用本文复制引用
基金项目
江苏省医院协会医院管理创新研究面上课题(JSY-GY-3-2023-6)
无锡市卫健委面上项目(M202243)
出版年
2024
NETL
NSTL
万方数据