{"id":215474,"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00215474","sets":["6504:10735:10811"]},"path":["10811"],"owner":"44499","recid":"215474","title":["ニューラルネットワークによる糖タンパク質からの遺伝子変異量予測"],"pubdate":{"attribute_name":"公開日","attribute_value":"2021-03-04"},"_buckets":{"deposit":"f84985c5-8303-4944-a9bd-48d1629379f4"},"_deposit":{"id":"215474","pid":{"type":"depid","value":"215474","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"ニューラルネットワークによる糖タンパク質からの遺伝子変異量予測","author_link":["554794","554795","554798","554800","554796","554797","554799"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"ニューラルネットワークによる糖タンパク質からの遺伝子変異量予測"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"コンピュータと人間社会","subitem_subject_scheme":"Other"}]},"item_type_id":"22","publish_date":"2021-03-04","item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_22_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"創価大"},{"subitem_text_value":"創価大"},{"subitem_text_value":"創価大"},{"subitem_text_value":"創価大"},{"subitem_text_value":"創価大"},{"subitem_text_value":"創価大"},{"subitem_text_value":"創価大"}]},"item_publisher":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"情報処理学会","subitem_publisher_language":"ja"}]},"publish_status":"0","weko_shared_id":-1,"item_file_price":{"attribute_name":"Billing file","attribute_type":"file","attribute_value_mlt":[{"url":{"url":"https://ipsj.ixsq.nii.ac.jp/record/215474/files/IPSJ-Z83-5E-01.pdf","label":"IPSJ-Z83-5E-01.pdf"},"date":[{"dateType":"Available","dateValue":"2021-12-29"}],"format":"application/pdf","filename":"IPSJ-Z83-5E-01.pdf","filesize":[{"value":"546.9 kB"}],"mimetype":"application/pdf","accessrole":"open_date","version_id":"10d14ff2-ebe5-4345-80cc-3acf53b47a76","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2021 by the Information Processing Society of Japan"}]},"item_22_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"永塚, 光一"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"村田, 祐樹"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"新川, 栄二"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"小野, 多美子"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"細田, 正恵"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"木下, 聖子"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"渥美, 雅保"}],"nameIdentifiers":[{}]}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourceuri":"http://purl.org/coar/resource_type/c_5794","resourcetype":"conference paper"}]},"item_22_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AN00349328","subitem_source_identifier_type":"NCID"}]},"item_22_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"遺伝子変異により正常とは異なるアミノ酸配列のタンパク質が作られることから，タンパク質と遺伝子変異の関係の解析は分子標的薬の開発において重要である．本研究では，糖タンパク質に注目し，癌細胞を対象にして，糖鎖とアミノ酸配列からの遺伝子変異量の予測をニューラルネットワークにより行うモデルを提案し，遺伝子変異量の予測における糖鎖との関係を明らかにする．実験により，提案モデルの予測と実際の遺伝子変異の発現量との間の順位相関において，正の相関が得られ，糖鎖情報を組み合わせることにより予測精度が向上することを確認した．","subitem_description_type":"Other"}]},"item_22_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"292","bibliographic_titles":[{"bibliographic_title":"第83回全国大会講演論文集"}],"bibliographicPageStart":"291","bibliographicIssueDates":{"bibliographicIssueDate":"2021-03-04","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicVolumeNumber":"2021"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"updated":"2025-01-19T16:08:49.624872+00:00","created":"2025-01-19T01:16:14.533711+00:00","links":{}}