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The Association Between Comorbidities and Prescribed Drugs in Patients With Suspected Obstructive Sleep Apnea: Inductive Rule Learning Approach.

作者信息

Ferreira-Santos Daniela, Pereira Rodrigues Pedro

机构信息

Department of Community Medicine, Information and Decision Sciences, Faculty of Medicine, University of Porto, Porto, Portugal.

Center for Health Technology and Services Research, Porto, Portugal.

出版信息

J Med Internet Res. 2023 Jan 30;25:e39103. doi: 10.2196/39103.

DOI:10.2196/39103
PMID:36716086
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9926338/
Abstract
摘要
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0a1a/9926338/7a1b45c46e7f/jmir_v25i1e39103_fig1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0a1a/9926338/7a1b45c46e7f/jmir_v25i1e39103_fig1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0a1a/9926338/7a1b45c46e7f/jmir_v25i1e39103_fig1.jpg

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本文引用的文献

1
Improved diagnosis-medication association mining to reduce pseudo-associations.改进诊断-药物关联挖掘以减少伪关联。
Comput Methods Programs Biomed. 2021 Aug;207:106181. doi: 10.1016/j.cmpb.2021.106181. Epub 2021 May 16.
2
Drug Use and Cancer Risk: A Drug-Wide Association Study (DWAS) in Norway.药物使用与癌症风险：挪威的一项药物广泛关联研究（DWAS）。
Cancer Epidemiol Biomarkers Prev. 2021 Apr;30(4):682-689. doi: 10.1158/1055-9965.EPI-20-1028. Epub 2020 Nov 3.
3
An automated technique for identifying associations between medications, laboratory results and problems.
一种自动识别药物、实验室结果和问题之间关联的技术。
J Biomed Inform. 2010 Dec;43(6):891-901. doi: 10.1016/j.jbi.2010.09.009. Epub 2010 Sep 25.
4
Clinical implications of an accurate problem list on heart failure treatment.准确的问题清单对心力衰竭治疗的临床意义。
J Gen Intern Med. 2005 Feb;20(2):143-7. doi: 10.1111/j.1525-1497.2005.40206.x.
5
Using medication list--problem list mismatches as markers of potential error.将用药清单与问题清单不匹配作为潜在错误的指标。
Proc AMIA Symp. 2002:106-10.
6
Discovery of association rules in medical data.医学数据中关联规则的发现。
Med Inform Internet Med. 2001 Jan-Mar;26(1):25-33.