Literature DB >> 17868352

An expert system for headache diagnosis: the Computerized Headache Assessment tool (CHAT).

Morris Maizels1, William J Wolfe.   

Abstract

BACKGROUND: Migraine is a highly prevalent chronic disorder associated with significant morbidity. Chronic daily headache syndromes, while less common, are less likely to be recognized, and impair quality of life to an even greater extent than episodic migraine. A variety of screening and diagnostic tools for migraine have been proposed and studied. Few investigators have developed and evaluated computerized programs to diagnose headache.
OBJECTIVES: To develop and determine the accuracy and utility of a computerized headache assessment tool (CHAT). CHAT was designed to identify all of the major primary headache disorders, distinguish daily from episodic types, and recognize medication overuse.
METHODS: CHAT was developed using an expert systems approach to headache diagnosis, with initial branch points determined by headache frequency and duration. Appropriate clinical criteria are presented relevant to brief and longer-lasting headaches. CHAT was posted on a web site using Microsoft active server pages and a SQL-server database server. A convenience sample of patients who presented to the adult urgent care department with headache, and patients in a family practice waiting room, were solicited to participate. Those who completed the on-line questionnaire were contacted for a diagnostic interview.
RESULTS: One hundred thirty-five patients completed CHAT and 117 completed a diagnostic interview. CHAT correctly identified 35/35 (100%) patients with episodic migraine and 42/49 (85.7%) of patients with transformed migraine. CHAT also correctly identified 11/11 patients with chronic tension-type headache, 2/2 with episodic tension-type headache, and 1/1 with episodic cluster headache. Medication overuse was correctly recognized in 43/52 (82.7%). The most common misdiagnoses by CHAT were seen in patients with transformed migraine or new daily persistent headache. Fifty patients were referred to their primary care physician and 62 to the headache clinic. Of 29 patients referred to the PCP with a confirmed diagnosis of migraine, 25 made a follow-up appointment, the PCP diagnosed migraine in 19, and initiated migraine-specific therapy or prophylaxis in 17.
CONCLUSION: The described expert system displays high diagnostic accuracy for migraine and other primary headache disorders, including daily headache syndromes and medication overuse. As part of a disease management program, CHAT led to patients receiving appropriate diagnoses and therapy. Limitations of the system include patient willingness to utilize the program, introducing such a process into the culture of medical care, and the difficult distinction of transformed migraine.

Entities:  

Mesh:

Year:  2007        PMID: 17868352     DOI: 10.1111/j.1526-4610.2007.00918.x

Source DB:  PubMed          Journal:  Headache        ISSN: 0017-8748            Impact factor:   5.887


  14 in total

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Authors:  Abbas Sheikhtaheri; Farahnaz Sadoughi; Zahra Hashemi Dehaghi
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Review 2.  Effect of Educating the Primary Care Physician About Headache to Help Reduce "Trivial" Referrals and Improve the Number and Quality of "Substantial" Referrals that Truly Need Subspecialty Headache Medicine Care.

Authors:  Robert Cowan; Meredith Barad
Journal:  Curr Treat Options Neurol       Date:  2017-07       Impact factor: 3.598

Review 3.  Why HURT? A review of clinical instruments for headache management.

Authors:  Dawn C Buse; C Mark Sollars; Timothy J Steiner; Rigmor H Jensen; Mohammed A Al Jumah; Richard B Lipton
Journal:  Curr Pain Headache Rep       Date:  2012-06

4.  Special requirements for electronic medical records in neurology.

Authors:  Lucas H McCarthy; Christopher A Longhurst; Jin S Hahn
Journal:  Neurol Clin Pract       Date:  2015-02

5.  Diagnostic Accuracy Comparison of Artificial Immune Algorithms for Primary Headaches.

Authors:  Ufuk Çelik; Nilüfer Yurtay; Emine Rabia Koç; Nermin Tepe; Halil Güllüoğlu; Mustafa Ertaş
Journal:  Comput Math Methods Med       Date:  2015-05-04       Impact factor: 2.238

6.  A clinical decision support system for the diagnosis of probable migraine and probable tension-type headache based on case-based reasoning.

Authors:  Ziming Yin; Zhao Dong; Xudong Lu; Shengyuan Yu; Xiaoyan Chen; Huilong Duan
Journal:  J Headache Pain       Date:  2015-04-01       Impact factor: 7.277

7.  A computerized expert system for diagnosing primary headache based on International Classification of Headache Disorder (ICHD-II).

Authors:  Vahid Eslami; Sadreddin Rouhani-Esfahani; Nima Hafezi-Nejad; Farshid Refaeian; Siamak Abdi; Mansoureh Togha
Journal:  Springerplus       Date:  2013-04-30

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

Authors:  Zhao Dong; Ziming Yin; Mianwang He; Xiaoyan Chen; Xudong Lv; Shengyuan Yu
Journal:  J Headache Pain       Date:  2014-06-16       Impact factor: 7.277

9.  The Diagnostic Value of Skin Disease Diagnosis Expert System.

Authors:  Fatemeh Rangraz Jeddi; Masoud Arabfard; Zahra Arabkermany; Hamidreza Gilasi
Journal:  Acta Inform Med       Date:  2016-02-02

10.  Validation of an algorithm for automated classification of migraine and tension-type headache attacks in an electronic headache diary.

Authors:  Aaron Roesch; Markus A Dahlem; Lars Neeb; Tobias Kurth
Journal:  J Headache Pain       Date:  2020-06-12       Impact factor: 7.277

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