中国医疗设备2025，Vol.40Issue(10)：70-75,95,7.DOI:10.3969/j.issn.1674-1633.20241846
基于多模态数据的儿童哮喘专病平台建设与应用
Construction and Application of Specialized Platform for Pediatric Asthma Based on Multimodal Data
摘要
Abstract
Objective To construct an integrated specialized asthma platform that incorporates an asthma-specific database,data query functionality,and artificial intelligence analysis,thereby providing support for the standardized clinical diagnosis and treatment of asthma.Methods Data warehouse technology was used to collect diagnostic and treatment data from various hospital systems,standardized management of text and image data was implemented to establish a specialized database for pediatric asthma,and a specialized application platform for pediatric asthma was developed to accommodate the clinical management of patients and the requirements of scientific research.Results The asthma specific platform covered over 2.31 million data of 115032 children with asthma,and has incubated 7 retrospective or prospective clinical research projects.Compared with the platform went online before,the efficiency of case screening,case data collection,data cleaning,and data analysis has significantly improved,and the difference is statistically significant(P<0.05).The medication adherence rate has increased to 72.2%,the follow-up rate has increased to 74.50%,the asthma attack rate has decreased to 22.7%.The overall diagnosis and treatment level has been improved,and the difference is statistically significant(P<0.05).Conclusion The children's asthma specialized disease platform effectively improves the management of asthma patients,enhances diagnosis and treatment efficiency.At the same time,the standardized asthma data boosts the scientific research on asthma.关键词
儿童哮喘/专病平台/多模态数据/数据质控/患者管理/项目管理Key words
children's asthma/specialized disease platform/multimodal data/data quality control/patient management/scientific research projects分类
医药卫生引用本文复制引用
杜洁,齐国强,王玉琪,赵永根,俞刚..基于多模态数据的儿童哮喘专病平台建设与应用[J].中国医疗设备,2025,40(10):70-75,95,7.基金项目
国家重点研发计划(2023YFC2706400) （2023YFC2706400）
浙江省"领雁"研发攻关计划(2023C03101) （2023C03101）
浙江省基础公益研究计划(LTGY23H260006). （LTGY23H260006）
