{"created":"2024-10-28T08:17:11.003949+00:00","id":2006104,"links":{},"metadata":{"_buckets":{"deposit":"26128e90-2446-45ca-b492-77a9ba04c5ef"},"_deposit":{"created_by":7,"id":"2006104","owners":[7],"pid":{"revision_id":0,"type":"depid","value":"2006104"},"status":"published"},"_oai":{"id":"oai:tokushima-u.repo.nii.ac.jp:02006104","sets":["1713853213384:1713853295607"]},"author_link":["1592","1210","1588"],"control_number":"2006104","item_10001_biblio_info_7":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2016-02-29","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"4","bibliographicPageEnd":"257","bibliographicPageStart":"252","bibliographicVolumeNumber":"2","bibliographic_titles":[{"bibliographic_title":"Journal of Robotics, Networking and Artificial Life","bibliographic_titleLang":"en"}]}]},"item_10001_description_5":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"The deep feedback Group Method of Data Handling (GMDH)-type neural network is applied to the medical image diagnosis of lung cancer. The deep feedback GMDH-type neural network can identified very complex nonlinear systems using heuristic self-organization method which is a type of evolutionary computation. The deep neural network architectures are organized so as to minimize the prediction error criterion defined as Akaike’s Information Criterion (AIC) or Prediction Sum of Squares (PSS). In this algorithm, the principal component-regression analysis is used for the learning calculation of the neural network. It is shown that the deep feedback GMDH-type neural network algorithm is useful for the medical image diagnosis of lung cancer because deep neural network architectures are automatically organized using only input and output data.","subitem_description_language":"en","subitem_description_type":"Abstract"}]},"item_10001_publisher_8":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"Atlantis Press","subitem_publisher_language":"en"}]},"item_10001_rights_15":{"attribute_name":"権利情報","attribute_value_mlt":[{"subitem_rights":"© The authors. This article is distributed under the terms of the Creative Commons Attribution License 4.0, which permits non-commercial use, distribution and reproduction in any medium, provided the original work is properly cited. See for details: https://creativecommons.org/licenses/by-nc/4.0/","subitem_rights_language":"en"}]},"item_10001_source_id_9":{"attribute_name":"収録物ID","attribute_value_mlt":[{"subitem_source_identifier":"23526386","subitem_source_identifier_type":"ISSN"},{"subitem_source_identifier":"24059021","subitem_source_identifier_type":"ISSN"}]},"item_10001_version_type_20":{"attribute_name":"出版タイプ","attribute_value_mlt":[{"subitem_version_resource":"http://purl.org/coar/version/c_970fb48d4fbd8a85","subitem_version_type":"VoR"}]},"item_1715043197608":{"attribute_name":"アクセス権","attribute_value_mlt":[{"subitem_access_right":"open access"}]},"item_1722929371688":{"attribute_name":"出版社版DOI","attribute_value_mlt":[{"subitem_relation_name":[{"subitem_relation_name_language":"ja","subitem_relation_name_text":"10.2991/jrnal.2016.2.4.11"}],"subitem_relation_type_id":{"subitem_relation_type_id_text":"https://doi.org/10.2991/jrnal.2016.2.4.11","subitem_relation_type_select":"DOI"}}]},"item_1723180141928":{"attribute_name":"EID","attribute_value_mlt":[{"subitem_identifier_type":"URI","subitem_identifier_uri":"307813"}]},"item_creator":{"attribute_name":"著者","attribute_type":"creator","attribute_value_mlt":[{"creatorAffiliations":[{"affiliationNameIdentifiers":[{"affiliationNameIdentifier":"","affiliationNameIdentifierScheme":"ISNI","affiliationNameIdentifierURI":"http://www.isni.org/isni/"}],"affiliationNames":[{"affiliationName":"","affiliationNameLang":"ja"}]}],"creatorNames":[{"creatorName":"近藤, 正","creatorNameLang":"ja"},{"creatorName":"コンドウ, タダシ","creatorNameLang":"ja-Kana"},{"creatorName":"Kondo, Tadashi","creatorNameLang":"en"}],"familyNames":[{"familyName":"近藤","familyNameLang":"ja"},{"familyName":"コンドウ","familyNameLang":"ja-Kana"},{"familyName":"Kondo","familyNameLang":"en"}],"givenNames":[{"givenName":"正","givenNameLang":"ja"},{"givenName":"タダシ","givenNameLang":"ja-Kana"},{"givenName":"Tadashi","givenNameLang":"en"}],"nameIdentifiers":[{"nameIdentifier":"1588","nameIdentifierScheme":"WEKO"},{"nameIdentifier":"60157/profile-ja.html","nameIdentifierScheme":"徳島大学 教育研究者総覧","nameIdentifierURI":"http://pub2.db.tokushima-u.ac.jp/ERD/person/60157/profile-ja.html"},{"nameIdentifier":"80205559","nameIdentifierScheme":"e-Rad","nameIdentifierURI":"https://nrid.nii.ac.jp/ja/search/?qm=80205559"}]},{"creatorAffiliations":[{"affiliationNameIdentifiers":[{"affiliationNameIdentifier":"","affiliationNameIdentifierScheme":"ISNI","affiliationNameIdentifierURI":"http://www.isni.org/isni/"}],"affiliationNames":[{"affiliationName":"","affiliationNameLang":"ja"}]}],"creatorNames":[{"creatorName":"上野, 淳二","creatorNameLang":"ja"},{"creatorName":"ウエノ, ジュンジ","creatorNameLang":"ja-Kana"},{"creatorName":"Ueno, Junji","creatorNameLang":"en"}],"familyNames":[{"familyName":"上野","familyNameLang":"ja"},{"familyName":"ウエノ","familyNameLang":"ja-Kana"},{"familyName":"Ueno","familyNameLang":"en"}],"givenNames":[{"givenName":"淳二","givenNameLang":"ja"},{"givenName":"ジュンジ","givenNameLang":"ja-Kana"},{"givenName":"Junji","givenNameLang":"en"}],"nameIdentifiers":[{"nameIdentifier":"1592","nameIdentifierScheme":"WEKO"},{"nameIdentifier":"60163/profile-ja.html","nameIdentifierScheme":"徳島大学 教育研究者総覧","nameIdentifierURI":"http://pub2.db.tokushima-u.ac.jp/ERD/person/60163/profile-ja.html"},{"nameIdentifier":"60116788","nameIdentifierScheme":"e-Rad","nameIdentifierURI":"https://nrid.nii.ac.jp/ja/search/?qm=60116788"}]},{"creatorAffiliations":[{"affiliationNameIdentifiers":[{"affiliationNameIdentifier":"","affiliationNameIdentifierScheme":"ISNI","affiliationNameIdentifierURI":"http://www.isni.org/isni/"}],"affiliationNames":[{"affiliationName":"","affiliationNameLang":"ja"}]}],"creatorNames":[{"creatorName":"髙尾, 正一郎","creatorNameLang":"ja"},{"creatorName":"タカオ, ショウイチロウ","creatorNameLang":"ja-Kana"},{"creatorName":"Takao, Shoichiro","creatorNameLang":"en"}],"familyNames":[{"familyName":"髙尾","familyNameLang":"ja"},{"familyName":"タカオ","familyNameLang":"ja-Kana"},{"familyName":"Takao","familyNameLang":"en"}],"givenNames":[{"givenName":"正一郎","givenNameLang":"ja"},{"givenName":"ショウイチロウ","givenNameLang":"ja-Kana"},{"givenName":"Shoichiro","givenNameLang":"en"}],"nameIdentifiers":[{"nameIdentifier":"1210","nameIdentifierScheme":"WEKO"},{"nameIdentifier":"73174/profile-ja.html","nameIdentifierScheme":"徳島大学 教育研究者総覧","nameIdentifierURI":"http://pub2.db.tokushima-u.ac.jp/ERD/person/73174/profile-ja.html"},{"nameIdentifier":"30363146","nameIdentifierScheme":"e-Rad","nameIdentifierURI":"https://nrid.nii.ac.jp/ja/search/?qm=30363146"}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_access","date":[{"dateType":"Available","dateValue":"2019-01-29"}],"displaytype":"detail","filename":"jrnal_2_4_252.pdf","filesize":[{"value":"999 KB"}],"format":"application/pdf","licensetype":"license_3","mimetype":"application/pdf","url":{"objectType":"fulltext","url":"https://tokushima-u.repo.nii.ac.jp/record/2006104/files/jrnal_2_4_252.pdf"},"version_id":"c433576a-e2d4-4fcf-868f-421943527e26"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"Deep neural networks","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"GMDH","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"Medical image diagnosis","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"Evolutionary computation","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"lung cancer","subitem_subject_language":"en","subitem_subject_scheme":"Other"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"eng"}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourcetype":"journal article","resourceuri":"http://purl.org/coar/resource_type/c_6501"}]},"item_title":"Medical Image Diagnosis of Lung Cancer by Deep Feedback GMDH-Type Neural Network","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"Medical Image Diagnosis of Lung Cancer by Deep Feedback GMDH-Type Neural Network","subitem_title_language":"en"}]},"item_type_id":"40001","owner":"7","path":["1713853295607"],"pubdate":{"attribute_name":"PubDate","attribute_value":"2019-01-29"},"publish_date":"2019-01-29","publish_status":"0","recid":"2006104","relation_version_is_last":true,"title":["Medical Image Diagnosis of Lung Cancer by Deep Feedback GMDH-Type Neural Network"],"weko_creator_id":"7","weko_shared_id":-1},"updated":"2025-01-31T06:13:17.662556+00:00"}