Pseudo Bayesian Screening of Psychiatric Patients

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概要

• 論文の詳細を見る

• This paper describes a method for screening psychiatric patients based on a questionnaire consisting of simple yes/no questions regarding to physical, mental conditions and subjective symptoms which is provided at their first visit to the hospital. The analysis of the questionnaire is important to understand patients' background. One hundred filled out questionnaires were utilized for constructing and evaluating a pseude Bayesian classifier which classifies patients into three categories i.e. Schizophrenic, emotional and neurotic disorders with average correct prediction rate of 73.3%. The rate was 16.6% higher than the result given by experienced medical doctors and the method will be a useful mean for automatic screening of the psychiatric patients.

• 社団法人電子情報通信学会の論文
• 1995-04-25

著者

• Okubo Yoshio

  Department Of Neuropsychiatry Tokyo Medical And Dental University

• Okubo Yoshio

  Department Of Internal Medicine Higashinagano National Hospital

• Okuyama Fumio

  Division Of Hospital Information Tokyo Medical And Dental University Hospital

• Iida Kazuhiro

  Fundamental Research Laboratories Nec Corporation

• Yana Kazuo

  Department of Electronic Informatics, Hosei University

• Kawachi Koji

  Department of Electronic Informatics, Hosei University

• Tohru Michio

  Department of Neuropsychiatry, Tokyo Medical and Dental University

• Tohru Michio

  Department Of Neuropsychiatry Tokyo Medical And Dental University

• Yana Kazuo

  Department Of Electronic Informatics Hosei University

• Kawachi Koji

  Department Of Electronic Informatics Hosei University

• Iida Kazuhiro

  Fundamental Research Laboratories, NEC Corporation

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