『徳島大学 教育・研究者情報データベース (EDB)』---[学外] /
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EID=301103EID:301103, Map:0, LastModified:2018年2月23日(金) 16:17:40, Operator:[三木 ちひろ], Avail:TRUE, Censor:0, Owner:[里見 淳一郎], 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]
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カテゴリ (推奨): 研究 [継承]
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著者 (必須): 1.里見 淳一郎
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2.ガイベ アハマド アンマール
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3.森口 博基
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4.永廣 信治
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題名 (必須): (英) Predictability of the future development of aggressive behavior of cranial dural arteriovenous fistulas based on decision tree analysis.  (日)    [継承]
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要約 (任意): (英) OBJECT The severity of clinical signs and symptoms of cranial dural arteriovenous fistulas (DAVFs) are well correlated with their pattern of venous drainage. Although the presence of cortical venous drainage can be considered a potential predictor of aggressive DAVF behaviors, such as intracranial hemorrhage or progressive neurological deficits due to venous congestion, accurate statistical analyses are currently not available. Using a decision tree data mining method, the authors aimed at clarifying the predictability of the future development of aggressive behaviors of DAVF and at identifying the main causative factors. METHODS Of 266 DAVF patients, 89 were eligible for analysis. Under observational management, 51 patients presented with intracranial hemorrhage/infarction during the follow-up period. RESULTS The authors created a decision tree able to assess the risk for the development of aggressive DAVF behavior. Evaluated by 10-fold cross-validation, the decision tree's accuracy, sensitivity, and specificity were 85.28%, 88.33%, and 80.83%, respectively. The tree shows that the main factor in symptomatic patients was the presence of cortical venous drainage. In its absence, the lesion location determined the risk of a DAVF developing aggressive behavior. CONCLUSIONS Decision tree analysis accurately predicts the future development of aggressive DAVF behavior.  (日)    [継承]
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誌名 (必須): Journal of Neurosurgery (American Association of Neurological Surgeons/Harvey Cushing Society)
(pISSN: 0022-3085, eISSN: 1933-0693)

ISSN (任意): 1933-0693
ISSN: 0022-3085 (pISSN: 0022-3085, eISSN: 1933-0693)
Title: Journal of neurosurgery
Title(ISO): J Neurosurg
Publisher: American Association of Neurological Surgeons
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(必須): 86 90 [継承]
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年月日 (必須): 西暦 2015年 4月 10日 (平成 27年 4月 10日) [継承]
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DOI (任意): 10.3171/2014.10.JNS141429    (→Scopusで検索) [継承]
PMID (任意): 25859811    (→Scopusで検索) [継承]
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WOS (任意): 000356981200012 [継承]
Scopus (任意): 2-s2.0-84941745768 [継承]
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備考 (任意): 1.(英) PublicationType: Journal Article  (日)    [継承]

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和文冊子 ● Junichiro Satomi, AHMAD AMMAR GHAIBEH, Hiroki Moriguchi and Shinji Nagahiro : Predictability of the future development of aggressive behavior of cranial dural arteriovenous fistulas based on decision tree analysis., Journal of Neurosurgery, Vol.123, No.1, 86-90, 2015.
欧文冊子 ● Junichiro Satomi, AHMAD AMMAR GHAIBEH, Hiroki Moriguchi and Shinji Nagahiro : Predictability of the future development of aggressive behavior of cranial dural arteriovenous fistulas based on decision tree analysis., Journal of Neurosurgery, Vol.123, No.1, 86-90, 2015.

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