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脱发与主要症状的相关性分析

An Analysis of the Correlation between Alopecia and Chief Complaints.

作者信息

Lee Sang Wook, Jang Yoon Hee, Jeong Eun Young

机构信息

Seven Rhema Medical Science Research Institute, Seoul, Korea.

出版信息

Healthc Inform Res. 2011 Dec;17(4):253-9. doi: 10.4258/hir.2011.17.4.253. Epub 2011 Dec 31.

Abstract

OBJECTIVES

In this study, we measured the extent of ten levels of classified symptoms by 300 (male and female) patients visiting the hair loss clinics of "S" hospitals in Gangbuk and Gangnam between January 2009 and June 2011 by analyzing the patients' chief complaints.

METHODS

The method of measurement was based on a symptom questionnaire possessing 51 categories. Through the statistical analysis of data mining techniques, decision trees, and logistic regression, we derived a logistic regression model and decision tree model that improved both the response rate and significant hair loss-related characteristics of the questionnaire.

RESULTS

The results of this study indicate that dry hair, seborrheic scalps and skin, tobacco and/or coffee addiction, anxiety, nausea, indigestion, and facial flushing correlate to hair loss.

CONCLUSIONS

We anticipate that the subjective symptoms of hair loss can provide a foundation for preventing secondary diseases and provide clinical data information during the period of treatment. This can contribute to the improvement of patient satisfaction after customized treatment.

摘要

目的

在本研究中,我们通过分析2009年1月至2011年6月期间前往首尔北部和南部“S”医院脱发诊所就诊的300名(男性和女性)患者的主诉,测量了十个分类症状级别的程度。

方法

测量方法基于一份包含51个类别的症状问卷。通过对数据挖掘技术、决策树和逻辑回归的统计分析,我们得出了一个逻辑回归模型和决策树模型,该模型提高了问卷的回复率和与严重脱发相关的特征。

结果

本研究结果表明,干性头发、脂溢性头皮和皮肤、烟草和/或咖啡成瘾、焦虑、恶心、消化不良和面部潮红与脱发相关。

结论

我们预计,脱发的主观症状可为预防继发性疾病提供依据,并在治疗期间提供临床数据信息。这有助于在定制治疗后提高患者满意度。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/122e/3259560/fae0992c7ca4/hir-17-253-g001.jpg

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