Item type |
文献 / Documents(1) |
公開日 |
2023-04-11 |
アクセス権 |
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アクセス権 |
open access |
資源タイプ |
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資源タイプ識別子 |
http://purl.org/coar/resource_type/c_6501 |
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資源タイプ |
departmental bulletin paper |
出版社版DOI |
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識別子タイプ |
URI |
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関連識別子 |
https://www.med.kobe-u.ac.jp/journal/contents/52/171.pdf |
出版タイプ |
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出版タイプ |
VoR |
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出版タイプResource |
http://purl.org/coar/version/c_970fb48d4fbd8a85 |
タイトル |
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タイトル |
The Logistic Regression and ROC Analysis of Group-based Screening for Predicting Diabetes Incidence in Four Years |
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言語 |
en |
タイトル別表記 |
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その他のタイトル |
PREDICT DIABETES INCIDENCE WITH HBA1C AND OTHER ITEMS |
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言語 |
en |
著者 |
タカハシ, カオル
内山, 八郎
ヤナギサワ, シンイチロウ
カマエ, イサオ
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抄録 |
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内容記述タイプ |
Abstract |
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内容記述 |
In diabetes screening with hemoglobin A1c in lieu of plasma glucose, the optimum cut-off point for predicting the incidence of diabetes mellitus in the four-year period was examined. In addition, considerations were given on items in the screening and questionnaire aside from hemoglobin A1c, which would be useful in predicting diabetes aside from hemoglobin A1c. The optimum cut-off point of hemoglobin A1c to predict diabetes, based on receiver operating characteristic curve, was 5.3 percent (sensitivity, 84.2%; specificity, 92.1%). Based on the logistic regression analysis, useful items (other than hemoglobin A1c) were alanine aminotransferase and γ-glutamyl transpeptidase. A combined application of hemoglobin A1c with alanine aminotransferase and γ-glutamyl transpeptidase for predicting the incidence of diabetes in the four-year period resulted in the sensitivity of 86.8% and the specificity of 96.3%. When the combined application was compared with the sole use of hemoglobin A1c at 5.3%, the combined use was superior to the latter in terms of both sensitivity and specificity, resulting in the reduction of false positives by more than 50%. |
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言語 |
en |
キーワード |
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言語 |
en |
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主題Scheme |
Other |
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主題 |
hemoglobin A1c (HbA1c) |
キーワード |
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言語 |
en |
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主題Scheme |
Other |
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主題 |
diabetes |
キーワード |
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言語 |
en |
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主題Scheme |
Other |
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主題 |
predict |
キーワード |
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言語 |
en |
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主題Scheme |
Other |
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主題 |
receiver operating characteristic curve (ROC curve) |
キーワード |
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言語 |
en |
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主題Scheme |
Other |
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主題 |
logistic regression analysis |
書誌情報 |
en : Kobe Journal of Medical Sciences
巻 52,
号 6,
p. 171-180,
発行日 2006
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収録物ID |
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収録物識別子タイプ |
ISSN |
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収録物識別子 |
18830498 |
収録物ID |
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収録物識別子タイプ |
NCID |
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収録物識別子 |
AA12024533 |
収録物ID |
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収録物識別子タイプ |
NCID |
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収録物識別子 |
AA00711740 |
出版者 |
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出版者 |
Kobe University Graduate School of Medicine |
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言語 |
en |
EID |
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識別子 |
394734 |
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識別子タイプ |
URI |
言語 |
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言語 |
eng |