Validation of a guideline-based decision support system for the diagnosis of primary headache disorders based on ICHD-3 beta

The Journal of Headache and Pain

Research Article

Xudong Lv¹  Ziming Yin¹  Xiaoyan Chen²  Shengyuan Yu²  Mianwang He²  Zhao Dong² 

[1] College of Biomedical Engineering and Instrument Science, Zhejiang University, 310008, Zhejiang, Hangzhou, China;International Headache Center, Department of Neurology, Chinese PLA General Hospital, Fuxing Road 28, Haidian District, 100853, Beijing, China;

关键词: Headache;    Computer-assisted diagnosis;    Clinical decision support;    ICHD-3 beta;    SAGE;   

DOI  :  10.1186/1129-2377-15-40

 received in 2014-04-23, accepted in 2014-06-10,  发布年份 2014

来源: Springer

【 摘 要 】

BackgroundChina may have the largest population of headache sufferers and therefore the most serious burden of disease worldwide. However, the rate of diagnosis for headache disorders is extremely low, possibly due to the relative complexity of headache subtypes and diagnostic criteria. The use of computerized clinical decision support systems (CDSS) seems to be a better choice to solve this problem.MethodsWe developed a headache CDSS based on ICHD-3 beta and validated it in a prospective study that included 543 headache patients from the International Headache Center at the Chinese PLA General hospital, Beijing, China.ResultsWe found that the CDSS correctly recognized 159/160 (99.4%) of migraine without aura, 36/36 (100%) of migraine with aura, 20/21 (95.2%) of chronic migraine, and 37/59 (62.7%) of probable migraine. This system also correctly identified 157/180 (87.2%) of patients with tension-type headache (TTH), of which infrequent episodic TTH was diagnosed in 12/13 (92.3%), frequent episodic TTH was diagnosed in 99/101 (98.0%), chronic TTH in 18/20 (90.0%), and probable TTH in 28/46 (60.9%). The correct diagnostic rates of cluster headache and new daily persistent headache (NDPH) were 90.0% and 100%, respectively. In addition, the system recognized 32/32 (100%) of patients with medication overuse headache.ConclusionsWith high diagnostic accuracy for most of the primary and some types of secondary headaches, this system can be expected to help general practitioners at primary hospitals improve diagnostic accuracy and thereby reduce the burden of headache in China.

【 授权许可】

Unknown   
© Dong et al.; licensee Springer. 2014. This article is published under license to BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited.