Literature DB >> 30734309

Mental disorders and medical comorbidities: Association rule mining approach.

Chia-Hui Wang1,2, Tzu-Yin Lee2, King-Cheung Hui2, Min-Huey Chung1,2.   

Abstract

PURPOSE: This study explored the medical comorbidities of mental disorders using association rule mining. DESIGN AND METHODS: Patients diagnosed with mental disorders between 2002 and 2010 were identified. An equal number of nonmental disorder subjects were randomly selected and matched with case group by age and gender.
FINDINGS: Sleep disorders and digestive diseases were frequent comorbidities among mental disorders. The specific medical comorbidities were diabetes mellitus, chronic liver disease, extrapyramidal diseases, disorders of stomach function, general symptoms, sleep disturbance, and family circumstances. PRACTICE IMPLICATIONS: The results suggest that education of professional knowledge of comorbid conditions should be provided to nurses for caring patients with mental illnesses.
© 2019 Wiley Periodicals, Inc.

Entities:  

Keywords:  association rule mining; comorbidity; psychiatric disorder

Mesh:

Year:  2019        PMID: 30734309     DOI: 10.1111/ppc.12362

Source DB:  PubMed          Journal:  Perspect Psychiatr Care        ISSN: 0031-5990            Impact factor:   2.186


  6 in total

1.  Mental Health Comorbidity Analysis in Pediatric Patients with Autism Spectrum Disorder Using Rhode Island Medical Claims Data.

Authors:  Katherine A Brown; Indra Neil Sarkar; Elizabeth S Chen
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2.  Comorbidity Patterns of Older Lung Cancer Patients in Northeast China: An Association Rules Analysis Based on Electronic Medical Records.

Authors:  Jia Feng; Xiao-Min Mu; Ling-Ling Ma; Wei Wang
Journal:  Int J Environ Res Public Health       Date:  2020-12-06       Impact factor: 3.390

3.  Hypertension and Obesity: Risk Factors for Thyroid Disease.

Authors:  Feng Liu; Xinyu Zhang
Journal:  Front Endocrinol (Lausanne)       Date:  2022-07-18       Impact factor: 6.055

4.  Discovery of Association Rules Patterns and Prevalence of Comorbidities in Adult Patients Hospitalized with Mental and Behavioral Disorders.

Authors:  Sunkyung Cha; Sung-Soo Kim
Journal:  Healthcare (Basel)       Date:  2021-05-27

5.  Comorbidity in Older Patients Hospitalized with Cancer in Northeast China based on Hospital Discharge Data.

Authors:  Xiao-Min Mu; Wei Wang; Fang-Yi Wu; Yu-Ying Jiang; Ling-Ling Ma; Jia Feng
Journal:  Int J Environ Res Public Health       Date:  2020-10-31       Impact factor: 3.390

6.  Recommender systems for mental health apps: advantages and ethical challenges.

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Journal:  AI Soc       Date:  2022-01-17
  6 in total

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