{"links":{},"id":2010152,"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:02010152","sets":["1164:5352:1772177578196:1780539094453"]},"path":["1780539094453"],"owner":"80578","recid":"2010152","title":["サンプル対応のない複数遺伝子発現プロファイルに対するテンソル分解型統合解析の要約"],"pubdate":{"attribute_name":"PubDate","attribute_value":"2026-06-24"},"_buckets":{"deposit":"ab49dcba-55ae-4245-afa5-3c813a9996d0"},"_deposit":{"id":"2010152","pid":{"type":"depid","value":"2010152","revision_id":0},"owners":[80578],"status":"published","created_by":80578},"item_title":"サンプル対応のない複数遺伝子発現プロファイルに対するテンソル分解型統合解析の要約","author_link":[],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"サンプル対応のない複数遺伝子発現プロファイルに対するテンソル分解型統合解析の要約","subitem_title_language":"ja"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"BIO","subitem_subject_scheme":"Other"}]},"item_type_id":"4","publish_date":"2026-06-24","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"中央大学"},{"subitem_text_value":"キング・アブドゥルアズィーズ大学"}]},"item_4_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"Chuo University","subitem_text_language":"en"},{"subitem_text_value":"King Abdulaziz University","subitem_text_language":"en"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"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/2010152/files/IPSJ-BIO26085023.pdf","label":"IPSJ-BIO26085023.pdf"},"date":[{"dateType":"Available","dateValue":"2028-06-24"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-BIO26085023.pdf","filesize":[{"value":"1.0 MB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"660","billingrole":"5"},{"tax":["include_tax"],"price":"330","billingrole":"6"},{"tax":["include_tax"],"price":"0","billingrole":"41"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"a8542839-2d1a-46d2-9ac4-b193e58fae43","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2026 by the Information Processing Society of Japan"}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"田口,善弘"}]},{"creatorNames":[{"creatorName":"ターキー,ターキー"}]}]},"item_4_creator_6":{"attribute_name":"著者名(英)","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Taguchi Y-H.","creatorNameLang":"en"}]},{"creatorNames":[{"creatorName":"Turki Turki","creatorNameLang":"en"}]}]},"item_4_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AA12055912","subitem_source_identifier_type":"NCID"}]},"item_4_textarea_12":{"attribute_name":"Notice","attribute_value_mlt":[{"subitem_textarea_value":"SIG Technical Reports are nonrefereed and hence may later appear in any journals, conferences, symposia, etc."}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourceuri":"http://purl.org/coar/resource_type/c_18gh","resourcetype":"technical report"}]},"item_4_source_id_11":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"2188-8590","subitem_source_identifier_type":"ISSN"}]},"item_4_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"本稿は，Taguchi and Turkiによる論文“A tensor decomposition-based integrated analysis applicable to multiple gene expression profiles without sample matching”の内容を，日本語で概説するものである。論文の中心的主張は，複数の遺伝子発現データが，同一個体・同一サンプルの対応関係を持たず，さらに健常・疾患などの共通ラベルすら共有しない場合でも，遺伝子だけを共通軸としてテンソル分解に基づく教師なし特徴抽出（TD-based unsupervised feature extraction; TD-based FE）を用いれば，統合解析が可能になるという点にある。アルツハイマー病（AD）関連のbulk RNA-seq，薬剤処理データ，ABCC1過剰発現データ，さらにscRNA-seqデータに対してこの枠組みを適用し，神経変性疾患関連の遺伝子集合，薬剤再配置候補，転移学習的利用，および単一細胞データに対するメモリ削減効果を示した。","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"6","bibliographic_titles":[{"bibliographic_title":"研究報告バイオ情報学（BIO）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2026-06-24","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"23","bibliographicVolumeNumber":"2026-BIO-85"}]},"relation_version_is_last":true,"weko_creator_id":"80578"},"created":"2026-06-17T04:49:30.978582+00:00","updated":"2026-06-17T04:49:36.469186+00:00"}