A tool to support the clinical decision based on risk of death in hospital admissions

被引:2
|
作者
Carvalho, Isabelle [1 ]
Lima, Vinicius [2 ]
Yazlle Rocha, Juan Stuardo [3 ]
Alves, Domingos [3 ]
机构
[1] Univ Sao Paulo, Inst Math & Comp Sci, Sao Carlos, SP, Brazil
[2] Univ Sao Paulo, Bioengn Postgrad Program, Sao Carlos, SP, Brazil
[3] Univ Sao Paulo, Ribeirao Preto Med Sch, Ribeirao Preto, SP, Brazil
来源
CENTERIS2019--INTERNATIONAL CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS/PROJMAN2019--INTERNATIONAL CONFERENCE ON PROJECT MANAGEMENT/HCIST2019--INTERNATIONAL CONFERENCE ON HEALTH AND SOCIAL CARE INFORMATION SYSTEMS AND TECHNOLOGIES | 2019年 / 164卷
关键词
computational tool; risk of death; Charlson comorbidity index (CCI); support the clinical decision; COMORBIDITY;
D O I
10.1016/j.procs.2019.12.222
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This article presents a computational tool that calculates the risk of death, based on the study of comorbidity. The data represent patients hospitalized in general hospitals of the region of Ribeirao Preto, Brazil. The risk of death was estimated by calculating the Charlson comorbidity index (CCI) and age-adjusted Charlson comorbidity index (ACCI). The CCI employs weights from 0 to 6 in selected comorbidities. The higher the score of the patient, the greater the chance of dying. For ACCI, in addition to comorbidities, more scores is incorporated according to the patient's age - for each decade above 50 years. For the demonstration of the tool, we obtained the distribution of cases studied by CCI and ACCI. The tool that assists in the manipulation of the CCI and ACCI calculations has allowed real-time analysis of hospitalizations, thus providing a good aid for health decision-making. (C) 2019 The Authors. Published by Elsevier B.V. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/) Peer-review under responsibility of the scientific committee of the CENTERIS -International Conference on ENTERprise Information Systems / ProjMAN - International Conference on Project MANagement / HCist - International Conference on Health and Social Care Information Systems and Technologies.
引用
收藏
页码:573 / 580
页数:8
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