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  1. 学会・会議発表論文
  2. 学会・会議発表論文

Semantic Characteristics Prediction of Pulmonary Nodule Using Artificial Neural Networks

http://hdl.handle.net/10228/5867
http://hdl.handle.net/10228/5867
a95d7501-e72f-4d35-8036-b9f953498524
名前 / ファイル ライセンス アクション
EMBC2013_5465.pdf EMBC2013_5465.pdf (487.3 kB)
Item type 会議発表論文 = Conference Paper(1)
公開日 2016-11-04
タイトル
タイトル Semantic Characteristics Prediction of Pulmonary Nodule Using Artificial Neural Networks
言語
言語 eng
資源タイプ
資源タイプ識別子 http://purl.org/coar/resource_type/c_5794
資源タイプ conference paper
著者 Li, Guangxu

× Li, Guangxu

WEKO 16842

Li, Guangxu

Search repository
Kim, Hyoungseop

× Kim, Hyoungseop

WEKO 402
e-Rad 80295005
Scopus著者ID 55739611300
九工大研究者情報 25

Kim, Hyoungseop

Search repository
Tan, Joo Kooi

× Tan, Joo Kooi

WEKO 399
e-Rad 40363395
Scopus著者ID 7402302537
九工大研究者情報 35

Tan, Joo Kooi

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Ishikawa, Seiji

× Ishikawa, Seiji

WEKO 404
e-Rad 90128116
Scopus著者ID 55539203500

Ishikawa, Seiji

Search repository
Hirano, Yasushi

× Hirano, Yasushi

WEKO 16846

Hirano, Yasushi

Search repository
Kido, Shoji

× Kido, Shoji

WEKO 16847

Kido, Shoji

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Tachibana, Rie

× Tachibana, Rie

WEKO 16848

Tachibana, Rie

Search repository
抄録
内容記述タイプ Abstract
内容記述 Since it is difficult to choose which computer calculated features are effective to predict the malignancy of pulmonary nodules, in this study, we add a semantic-level of Artificial Neural Networks (ANNs) structure to improve intuition of features selection. The works of this study include two: 1) seeking the relationships between computer-calculated features and medical semantic concepts which could be understood by human; 2) providing an objective assessment method to predict the malignancy from semantic characteristics. We used 60 thoracic CT scans collected from the Lung Image Database Consortium (LIDC) database, in which the suspicious lesions had been delineated and annotated by 4 radiologists independently. Corresponding to the two works of this study, correlation analysis experiment and agreement experiment were performed separately.
内容記述
内容記述タイプ Other
内容記述 The 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'13), July 3-7, 2013, Osaka, Japan
書誌情報 Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE

p. 5465-5468, 発行日 2013-09-26
出版者
出版者 IEEE
ISSN
収録物識別子タイプ ISSN
収録物識別子 1094-687X
ISSN
収録物識別子タイプ ISSN
収録物識別子 1558-4615
ISBN
識別子タイプ ISBN
関連識別子 978-1-4577-0216-7
DOI
関連タイプ isVersionOf
識別子タイプ DOI
関連識別子 info:doi/10.1109/EMBC.2013.6610786
情報源
識別子タイプ URI
関連識別子 DOI: 10.1109/EMBC.2013.6610786
関連名称 DOI: 10.1109/EMBC.2013.6610786
権利
権利情報 Copyright (c) 2013 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
版
出版タイプ AM
出版タイプResource http://purl.org/coar/version/c_ab4af688f83e57aa
査読の有無
値 yes
研究者情報
https://hyokadb02.jimu.kyutech.ac.jp/html/25_ja.html
連携ID
5753
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