A Wearable Diagnostic Assessment System vs. SNAP-IV for the auxiliary diagnosis of ADHD: a diagnostic test

doi:10.1186/s12888-022-04038-3

	A Wearable Diagnostic Assessment System vs. SNAP-IV for the auxiliary diagnosis of ADHD: a diagnostic test
	Luo, Jie 1,2,3; Huang, Huanhuan 1,2,3; Wang, Shuang 1,2,3; Yin, Shengjian 1,2,3; Chen, Sijian 4; Guan, Lin 1,2,3; Jiang, Xinlong 5; He, Fan 1,2,3; Zheng, Yi 1,2,3
	2022-06-21
发表期刊	BMC PSYCHIATRY
卷号	22 期号:1 页码:8
摘要	Objective We design a diagnostic test to evaluate the effectiveness and accuracy of A non-intrusive Wearable Diagnostic Assessment System versus SNAP-IV for auxiliary diagnosis of children with ADHD. Methods This study included 55 children aged 6-16 years who were clinically diagnosed with ADHD by DSM-5, and 55 healthy children (typically developing). Each subject completes 10 tasks on the WeDA system (Wearable Diagnostic Assessment System) and Parents of each subject complete the SNAP-IV scale. We will calculate the validity indexes, including sensitivity, specificity, Youden's index, likelihood ratio, and other indexes including predictive value, diagnostic odds ratio, diagnostic accuracy and area under the curve [AUC] to assess the effectiveness of the WeDA system as well as the SNAP-IV. Results The sensitivity (94.55% vs. 76.36%) and the specificity (98.18% vs. 80.36%) of the WeDA system were significantly higher than the SNAP-IV. The AUC of the WeDA system (0.964) was higher than the SNAP-IV (0.907). There is non-statistically significant difference between groups (p = 0.068), and both of them have high diagnostic accuracy. In addition, the diagnostic efficacy of the WeDA system was higher than that of SNAP-IV in terms of the Youden index, diagnostic accuracy, likelihood ratio, diagnostic odds ratio and predictive value. Conclusion The advantages of the WeDA system in terms of diagnostic objectivity, scientific design and ease of operation make it a promising system for widespread use in clinical practice.
关键词	Attention-deficit hyperactivity disorder (ADHD) Diagnosis Wearable computing Objective
DOI	10.1186/s12888-022-04038-3
收录类别	SCI
语种	英语
资助项目	Research on prevention and control of major chronic non-communicable diseases in the Ministry of Science and Technology[2016YFC1306100] ; Natural Science Foundation of China[61902379] ; Beijing Hospitals Authority Clinical Medicine Development of Special Funding Support[ZYLX202128]
WOS研究方向	Psychiatry
WOS类目	Psychiatry
WOS记录号	WOS:000814263200005
出版者	BMC
引用统计	被引频次：2[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/19533
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	He, Fan; Zheng, Yi
作者单位	1.Capital Med Univ, Natl Clin Res Ctr Mental Disorders, Beijing, Peoples R China 2.Capital Med Univ, Beijing Key Lab Mental Disorders, Beijing Anding Hosp, Beijing, Peoples R China 3.Capital Med Univ, Adv Innovat Ctr Human Brain Protect, Beijing, Peoples R China 4.China Med Univ, Shenyang, Peoples R China 5.Chinese Acad Sci, Inst Comp Technol, Beijing, Peoples R China
推荐引用方式 GB/T 7714	Luo, Jie,Huang, Huanhuan,Wang, Shuang,et al. A Wearable Diagnostic Assessment System vs. SNAP-IV for the auxiliary diagnosis of ADHD: a diagnostic test[J]. BMC PSYCHIATRY,2022,22(1):8.
APA	Luo, Jie.,Huang, Huanhuan.,Wang, Shuang.,Yin, Shengjian.,Chen, Sijian.,...&Zheng, Yi.(2022).A Wearable Diagnostic Assessment System vs. SNAP-IV for the auxiliary diagnosis of ADHD: a diagnostic test.BMC PSYCHIATRY,22(1),8.
MLA	Luo, Jie,et al."A Wearable Diagnostic Assessment System vs. SNAP-IV for the auxiliary diagnosis of ADHD: a diagnostic test".BMC PSYCHIATRY 22.1(2022):8.