『徳島大学 教育・研究者情報データベース (EDB)』---[学外] /
ID: Pass:

登録内容 (EID=321538)

EID=321538EID:321538, Map:0, LastModified:2018年5月23日(水) 17:07:18, Operator:[[ADMIN]], Avail:TRUE, Censor:0, Owner:[ガイベ アハマド アンマール], Read:継承, Write:継承, Delete:継承.
種別 (必須): 学術論文 (審査論文) [継承]
言語 (必須): 英語 [継承]
招待 (推奨):
審査 (推奨):
カテゴリ (推奨):
共著種別 (推奨):
学究種別 (推奨):
組織 (推奨):
著者 (必須): 1. (英) Setoguchi Yoko (日) 瀬戸口 要子 (読) せとぐち ようこ
役割 (任意):
貢献度 (任意):
学籍番号 (推奨):
[継承]
2.ガイベ アハマド アンマール
役割 (任意):
貢献度 (任意):
学籍番号 (推奨):
[継承]
3. (英) Mitani Kazue (日) 三谷 和江 (読)
役割 (任意):
貢献度 (任意):
学籍番号 (推奨):
[継承]
4.安倍 吉郎 ([徳島大学.大学院医歯薬学研究部.医学域.医科学部門.外科系.形成外科学]/[徳島大学.病院.診療科.感覚·皮膚·運動機能科.形成外科・美容外科])
役割 (任意):
貢献度 (任意):
学籍番号 (推奨):
[継承]
5.橋本 一郎 ([徳島大学.大学院医歯薬学研究部.医学域.医科学部門.外科系.形成外科学])
役割 (任意):
貢献度 (任意):
学籍番号 (推奨):
[継承]
6.森口 博基
役割 (任意):
貢献度 (任意):
学籍番号 (推奨):
[継承]
題名 (必須): (英) Predictability of Pressure Ulcers Based on Operation Duration, Transfer Activity, and Body Mass Index Through the Use of an Alternating Decision Tree  (日)    [継承]
副題 (任意):
要約 (任意): (英) To develop a prediction model for pressure ulcer cases that continue to occur at an acute care hospital with a low occurrence rate of pressure ulcers. Analyzing data were collected from patients hospitalized at Tokushima University Hospital during 2012 using an alternating decision tree (ADT) data mining method. The ADT-based analysis revealed transfer activity, operation time, and low body mass index (BMI) as important factors for predicting pressure ulcer development. Among the factors identified, only "transfer activity" can be modified by nursing intervention. While shear force and friction are known to lead to pressure ulcers, transfer activity has not been identified as such. Our results suggest that transfer activities creating shear force and friction correlate with pressure ulcer development. The ADT algorithm was effective in determining prediction factors, especially for highly imbalanced data. Our three stumps ADT yielded accuracy, sensitivity, and specificity values of 72.1%±3.7%, 79.3%±18.1%, and 72.1%±3.8%, respectively. Transfer activity, identified as an interventional factor, can be modified through nursing interventions to prevent pressure ulcer formation. The ADT method was effective in identifying factors within largely imbalanced data. J. Med. Invest. 63: 248-255, August, 2016.  (日)    [継承]
キーワード (推奨):
発行所 (推奨):
誌名 (必須): The Journal of Medical Investigation : JMI ([徳島大学.医学部])
(pISSN: 1343-1420, eISSN: 1349-6867)

ISSN (任意): 1349-6867
ISSN: 1343-1420 (pISSN: 1343-1420, eISSN: 1349-6867)
Title: The journal of medical investigation : JMI
Title(ISO): J Med Invest
Supplier: 徳島大学
Publisher: Tokushima Daigaku Igakubu
 (NLM Catalog  (Webcat Plus  (医中誌Web  (J-STAGE  (Scopus  (CrossRef (Scopus information is found. [need login])
[継承]
[継承]
(必須): 63 [継承]
(必須): 3 4 [継承]
(必須): 248 255 [継承]
都市 (任意):
年月日 (必須): 西暦 2016年 8月 初日 (平成 28年 8月 初日) [継承]
URL (任意):
DOI (任意): 10.2152/jmi.63.248    (→Scopusで検索) [継承]
PMID (任意): 27644567    (→Scopusで検索) [継承]
NAID (任意):
WOS (任意):
Scopus (任意): 2-s2.0-84987923150 [継承]
機関リポジトリ : 111189 [継承]
評価値 (任意):
被引用数 (任意):
指導教員 (推奨):
備考 (任意): 1.(英) Article.ELocationID: 10.2152/jmi.63.248  (日)    [継承]
2.(英) Article.PublicationTypeList.PublicationType: Journal Article  (日)    [継承]

標準的な表示

和文冊子 ● Yoko Setoguchi, AHMAD AMMAR GHAIBEH, Kazue Mitani, Yoshiro Abe, Ichiro Hashimoto and Hiroki Moriguchi : Predictability of Pressure Ulcers Based on Operation Duration, Transfer Activity, and Body Mass Index Through the Use of an Alternating Decision Tree, The Journal of Medical Investigation : JMI, Vol.63, No.3 4, 248-255, 2016.
欧文冊子 ● Yoko Setoguchi, AHMAD AMMAR GHAIBEH, Kazue Mitani, Yoshiro Abe, Ichiro Hashimoto and Hiroki Moriguchi : Predictability of Pressure Ulcers Based on Operation Duration, Transfer Activity, and Body Mass Index Through the Use of an Alternating Decision Tree, The Journal of Medical Investigation : JMI, Vol.63, No.3 4, 248-255, 2016.

関連情報

Number of session users = 1, LA = 1.01, Max(EID) = 382765, Max(EOID) = 1022345.