Construction and Application of Pediatric Attention Deficit Hyperactivity Disorder Sepcialized Disease Database
10.3969/j.issn.1673-6036.2024.09.012
- VernacularTitle:儿童注意缺陷多动障碍专病库构建与应用
- Author:
Xinyue LU
1
,
2
,
3
;
Jian HUANG
;
Lingdong CHEN
;
Zhu ZHU
;
Rongwang YANG
;
Xinxin LI
;
Yonggen ZHAO
;
Gang YU
Author Information
1. 浙江大学医学院附属儿童医院数据信息部 杭州 310052
2. 浙江-芬兰儿童健康人工智能联合实验室 杭州 310052
3. 国家儿童健康与疾病临床医学研究中心儿童健康医工信交叉研究中心 杭州 310052
- Keywords:
specialized disease database;
attention deficit hyperactivity disorder(ADHD)in children;
data governance
- From:
Journal of Medical Informatics
2024;45(9):75-81
- CountryChina
- Language:Chinese
-
Abstract:
Purpose/Significance The establishment of a specialized database for children with attention deficit hyperactivity disorder(ADHD)aims to address the issues of low data usage efficiency caused by scattered and low-quality diagnostic data.Method/Process Based on clinical diagnostic data of children with ADHD from March 2020 to April 2024,natural language processing(NLP)techniques are utilized to realize the post-structuring of the data.Furthermore,standardization of the database is performed according to industry standards and treatment guidelines.Result/Conclusion The specialized database for children with ADHD is established,comprising data from 75 835 ADHD children and 280 000 clinical visits.This database supports various applications such as the analysis of basic character-istics of the ADHD population,prediction model construction,resource allocation optimization,and clinical pathway optimization.
