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基于Arduino的智能放疗患者监测管理系统开发OA

Development of Intelligent Radiotherapy Patient Monitoring and Management System Based on Arduino

中文摘要英文摘要

目的 开发基于Arduino的智能放疗患者监测管理系统.方法 系统以Arduino Mega为核心,集成多模块实现身份识别与生理参数监测.通过健康受试者实验、放疗患者复杂场景模拟及临床问卷调查验证系统性能,并采用简单移动平均模型分析生理参数,设定动态阈值辅助决策.结果 系统在健康受试者中相比传统人工核对实现了(1.70±0.10)s的快速身份识别(P<0.001),复杂场景下放疗患者识别准确度达97.66%.生理参数监测与临床设备对比差异无统计学意义(P>0.05),可通过简单移动平均模型设定动态阈值,实现患者生理参数个性化预测.患者对系统功能及治疗体验高度肯定,技师认为系统优化工作流程,身份核对效率显著提升,但获取生理信息便捷性有待提高.结论 本系统通过精准身份核验、动态生理监测及个性化阈值设定,可有效提升放疗安全性与工作效率,为智能化放疗管理提供新方案.

Objective To develop an intelligent radiotherapy patient monitoring and management system based on Arduino.Methods The system took Arduino Mega as the core and integrates multiple modules to achieve identity recognition and physiological parameter monitoring.The performance of the system was verified through experiments on healthy subjects,complex scene simulations of radiotherapy patients,and clinical questionnaires.The simple moving average model was used to analyze physiological parameters,and dynamic thresholds were set to assist in decision-making.Results The system achieved an(1.70±0.10)s of rapid identity recognition among healthy subjects compared with the traditional manual verification(P<0.001),and the recognition accuracy rate of radiotherapy patients in complex scenarios reached 97.66%.There was no statistically significant difference in physiological parameter monitoring compared with clinical equipment(P>0.05).Dynamic thresholds could be set through a simple moving average model to achieve personalized prediction of patients'physiological parameters.Patients highly affirmed the system functions and treatment experience.Technicians believed that the system optimized the workflow and significantly improved the efficiency of identity verification,but the convenience of obtaining physiological information should be enhanced.Conclusion Through precise identity verification,dynamic physiological monitoring and personalized threshold setting,this system can effectively improve the safety and working efficiency of radiotherapy,provide a new solution for intelligent radiotherapy management.

郭明柔;金献测

温州医科大学附属第一医院 放疗中心,浙江 温州 325015温州医科大学附属第一医院 放疗中心,浙江 温州 325015

医药卫生

Arduino放疗管理身份识别生理参数监测动态阈值个性化治疗

Arduinoradiotherapy managementidentity recognitionmonitoring of physiological parametersdynamic thresholdpersonalized treatment

《中国医疗设备》 2025 (6)

16-22,54,8

国家自然科学基金面上项目(12475352)浙江省自然科学基金重点项目(Z24A050009)浙江省卫生健康重大科技计划重点项目(WKJ-ZJ-2437)温州市科技局重大科技专项项目(ZY2022016)温州市科协青苗计划(KJQM23001)浙江省高等教育学会课题(KT2024088).

10.3969/j.issn.1674-1633.20242045

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