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人工智能视觉识别系统在外来医疗器械检查中的应用效果

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目的 探讨人工智能视觉识别系统在消毒供应中心(CSSD)外来骨科医疗器械包装质量的应用效果。方法 我院于2022年1月将采集在CSSD处置的骨科外来器械信息,包括(图像、名称规格、数量)等传送至人工智能视觉识别系统中存档,实现图像数据分析与回溯、归档预警提示。即选取2021年2-12月系统应用前我院消毒供应中心接收处理的9 600包骨科外来器械为对照组。2022年1月-11月系统应用后的9 600包为观察组,比较2组医疗器械包装质量及管理工作情况(包装质量、平均耗时、使用满意度)。结果 观察组医疗器械包装质量优于对照组,差异有统计学意义(P<0。05);包装平均耗时及使用满意度优于对照组,差异有统计学意义(P<0。05)。结论 人工智能视觉识别系统在CSSD外来骨科医疗器械包装环节,核查应用中效果较好。提升包装质量的同时,也优化了外来骨科医疗器械管理流程、提高了手术室满意度和工作效率。
Research and application of artificial intelligence visual recognition system in inspection package quality of external medical instruments in disinfection supply center
Objective To explore the application effect of artificial intelligence visual recognition system on the packaging quality of external orthopedic medical devices in the Central Sterile Supply Department(CSSD).Method In January 2022,information on external orthopedic instruments disposed by CSSD were collected in our hospital,including images,names,specifications,and quantities,and were archived in the artificial intelligence visual recogni-tion system,so as to realize the image data analysis and backtracking,and archive warning prompts.A total of 9,600 packages of orthopedic external instruments received and processed by CSSD of our hospital before the system appli-cation from February to December 2021 were selected as the control group,and a total of 9,600 packages after sys-tem application were selected as the observation group.The quality and management of medical device packaging(average packaging inspection time,user satisfaction)were compared between the two groups.Results The quality of medical device packaging and satisfaction with use in the observation group were better than those in the control group,and the difference was statistically significant(P<0.05);The average packaging time was lower than that of the control group,and the difference was statistically significant(P<0.05).Conclusion The artificial intelligence visual recognition system has shown good effectiveness in the packaging process of CSSD external orthopedic medical devices.While improving packaging quality,it has also optimized the management process of external orthopedic medical devices,and improved operating room satisfaction and work efficiency.

central sterile supply departmentartificial intelligencevisual identityforeign orthopedic medical devicespackaging quality

吴小娜、陈慧、何倩、刘佳微

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四川大学华西医院/华西护理学院洗浆消毒供应中心,四川成都 610041

消毒供应中心 人工智能 视觉识别 外来骨科医疗器械 包装质量

2024

护士进修杂志
贵州省医药卫生学会办公室

护士进修杂志

CSTPCD
影响因子:2.59
ISSN:1002-6975
年,卷(期):2024.39(2)
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