Literature DB >> 8712638

Otoneurological expert system.

E Kentala1, I Pyykkö, Y Auramo, M Juhola.   

Abstract

An otoneurological expert system was developed to help collect data and diagnose both central and peripheral diseases causing vertigo. Patient history and otoneurological and other examination results are used in the reasoning process. The case history data can be either mandatory or supportive. Mandatory questions are used to confirm a diagnosis, and conflicting answers are used to reject an unlikely disease. Supportive questions support or suppress a diagnosis, but their presence is not obligatory. The reasoning procedure of the otoneurological expert system scores every question independently for different diagnoses, depending on how well they agree with the symptom entity of a disease. Diagnostic criteria are set for each disease. Graphic displays illustrate the linear and nonlinear correlation between the symptoms and diseases. Emphasis is placed on diminishing the possibility of a wrong decision rather than maximizing the likelihood of reaching only one right decision, so that even rare diseases can be taken into consideration.

Entities:  

Mesh:

Year:  1996        PMID: 8712638     DOI: 10.1177/000348949610500812

Source DB:  PubMed          Journal:  Ann Otol Rhinol Laryngol        ISSN: 0003-4894            Impact factor:   1.547


  7 in total

1.  Evaluating training data suitability for decision tree induction.

Authors:  K Viikki; M Juhola; I Pyykkö; P Honkavaara
Journal:  J Med Syst       Date:  2001-04       Impact factor: 4.460

2.  Generating decision trees from otoneurological data with a variable grouping method.

Authors:  Kati Viikki; Erna Kentala; Martti Juhola; Ilmari Pyykkö; Pekka Honkavaara
Journal:  J Med Syst       Date:  2002-10       Impact factor: 4.460

3.  Classification of otoneurological cases according to Bayesian probabilistic models.

Authors:  Katja Miettinen; Martti Juhola
Journal:  J Med Syst       Date:  2010-04       Impact factor: 4.460

4.  Meniere's disease: a reappraisal supported by a variable latency of symptoms and the MRI visualisation of endolymphatic hydrops.

Authors:  Ilmari Pyykkö; Tsutomu Nakashima; Tadao Yoshida; Jing Zou; Shinji Naganawa
Journal:  BMJ Open       Date:  2013-02-14       Impact factor: 2.692

5.  Postural stability and quality of life after guided and self-training among older adults residing in an institutional setting.

Authors:  Eeva Tuunainen; Jyrki Rasku; Pirkko Jäntti; Päivi Moisio-Vilenius; Erja Mäkinen; Esko Toppila; Ilmari Pyykkö
Journal:  Clin Interv Aging       Date:  2013-09-16       Impact factor: 4.458

6.  Disease Profiling for Computerized Peer Support of Ménière's Disease.

Authors:  Jyrki Rasku; Ilmari Pyykkö; Hilla Levo; Erna Kentala; Vinaya Manchaiah
Journal:  JMIR Rehabil Assist Technol       Date:  2015-09-03

7.  Predictive Capability of an iPad-Based Medical Device (medx) for the Diagnosis of Vertigo and Dizziness.

Authors:  Katharina Feil; Regina Feuerecker; Nicolina Goldschagg; Ralf Strobl; Thomas Brandt; Albrecht von Müller; Eva Grill; Michael Strupp
Journal:  Front Neurol       Date:  2018-02-27       Impact factor: 4.003

  7 in total

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