A Study of Data Classification and Selection Techniques to Diagnose Headache Patients

作者: Ahmed J. Aljaaf , Conor Mallucci , Dhiya Al-Jumeily , Abir Hussain , Mohamed Alloghani

DOI: 10.1007/978-3-319-76472-6_6

关键词:

摘要: Primary headache disorders are the most common complaint worldwide. The socioeconomic and personal impact of is enormous, as it leading cause workplace absenteeism. development diagnostic models to aid in diagnosis primary headaches has become an interesting research topic, particularly after launch International Headache Society IHS criteria. In this chapter, we review literature investigate recent expert systems with respect disorders. main aim chapter analyze core concept these explore their advantages drawbacks, which enable us initialize a new pathway toward robust model that overcomes current challenges.

参考文章(24)
Mark J. Stillman, Diagnosis of Trigeminal Autonomic Cephalalgias and Other Primary Headache Disorders The Cleveland Clinic Manual of Headache Therapy. pp. 19- 36 ,(2011) , 10.1007/978-1-4614-0179-7_2
Ahmed J. Aljaaf, Dhiya Al-Jumeily, Abir J. Hussain, David Lamb, Mohammed Al-Jumaily, Khaled Abdel-Aziz, A Study of Data Classification and Selection Techniques for Medical Decision Support Systems Intelligent Computing Methodologies. pp. 135- 143 ,(2014) , 10.1007/978-3-319-09339-0_14
Svetlana Simić, Dragan Simić, Petar Slankamenac, Milana Simić-Ivkov, Rule-Based Fuzzy Logic System for Diagnosing Migraine Artificial Intelligence: Theories, Models and Applications. pp. 383- 388 ,(2008) , 10.1007/978-3-540-87881-0_37
Myfanwy Morgan, Linda Jenkins, Leone Ridsdale, Patient pressure for referral for headache: a qualitative study of GPs'referral behaviour British Journal of General Practice. ,vol. 57, pp. 29- 35 ,(2007)
Ahmed J. Aljaaf, Dhiya Al-Jumeily, Abir J. Hussain, Paul Fergus, Mohammed Al-Jumaily, Naeem Radi, A Systematic Comparison and Evaluation of Supervised Machine Learning Classifiers Using Headache Dataset international conference on intelligent computing. pp. 101- 108 ,(2015) , 10.1007/978-3-319-22053-6_12
Svetlana Simić, Dragan Simić, Petar Slankamenac, Milana Simić-Ivkov, Computer-Assisted Diagnosis of Primary Headaches hybrid artificial intelligence systems. pp. 314- 321 ,(2008) , 10.1007/978-3-540-87656-4_39
Ahmed J. Aljaaf, Dhiya Al-Jumeily, Abir J. Hussain, Paul Fergus, Mohammed Al-Jumaily, Khaled Abdel-Aziz, Toward an optimal use of artificial intelligence techniques within a clinical decision support system science and information conference. pp. 548- 554 ,(2015) , 10.1109/SAI.2015.7237196
Stewart J. Tepper, Deborah E. Tepper, Diagnosis of Migraine and Tension-Type Headaches The Cleveland Clinic Manual of Headache Therapy. pp. 3- 17 ,(2011) , 10.1007/978-1-4614-0179-7_1
L. Arendt-Nielsen, Headache: muscle tension, trigger points and referred pain International Journal of Clinical Practice. ,vol. 69, pp. 8- 12 ,(2015) , 10.1111/IJCP.12651
Ziming Yin, Zhao Dong, Xudong Lu, Shengyuan Yu, Xiaoyan Chen, Huilong Duan, A clinical decision support system for the diagnosis of probable migraine and probable tension-type headache based on case-based reasoning. Journal of Headache and Pain. ,vol. 16, pp. 29- 29 ,(2015) , 10.1186/S10194-015-0512-X