{"links":{},"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00241335","sets":["1164:5352:11553:11808"]},"path":["11808"],"owner":"44499","recid":"241335","title":["深層学習によるRNA構造予測とRefinement手法の開発"],"pubdate":{"attribute_name":"公開日","attribute_value":"2024-11-27"},"_buckets":{"deposit":"94f0d2e0-583c-4d8e-b787-57bc60bcf3da"},"_deposit":{"id":"241335","pid":{"type":"depid","value":"241335","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"深層学習によるRNA構造予測とRefinement手法の開発","author_link":["664145","664144","664146"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"深層学習によるRNA構造予測とRefinement手法の開発"}]},"item_type_id":"4","publish_date":"2024-11-27","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"九州工業大学"},{"subitem_text_value":"九州工業大学"},{"subitem_text_value":"シンガポール国立大学"}]},"item_4_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"Kyushu Institute of Technology","subitem_text_language":"en"},{"subitem_text_value":"Kyushu Institute of Technology","subitem_text_language":"en"},{"subitem_text_value":"National University of Singapore","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/241335/files/IPSJ-BIO24080007.pdf","label":"IPSJ-BIO24080007.pdf"},"date":[{"dateType":"Available","dateValue":"2026-11-27"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-BIO24080007.pdf","filesize":[{"value":"172.8 kB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"0","billingrole":"5"},{"tax":["include_tax"],"price":"0","billingrole":"6"},{"tax":["include_tax"],"price":"0","billingrole":"41"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"33211ef3-ab62-4c44-bb1c-14b481608976","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2024 by the Information Processing Society of Japan"}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"築山, 翔"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"倉田, 博之"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Yang, Zhang"}],"nameIdentifiers":[{}]}]},"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":"生体分子の一つである RNA は薬剤のターゲットとしても，ワクチン等の創薬モダリティの観点からも可能性を秘めた生体分子であるが，その構造は未知のものが多い．このような RNA の構造を正確に特定することは RNA の機能・安定性の推定や RNA と薬剤間の結合シミュレーションなど，創薬に関連した研究において重要である．このような背景から，近年，DRfold や AlphaFold など様々な深層学習モデルの RNA の構造予測手法が開発されているが，理想的な結合長やねじれ角などの幾何学的特徴を持つ構造を生成することは難しい．そこで，本講演では深層学習ベースの RNA 構造予測手法に加えて，これらの手法を補完するような Refinement 手法について紹介する．","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"1","bibliographic_titles":[{"bibliographic_title":"研究報告バイオ情報学（BIO）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2024-11-27","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"7","bibliographicVolumeNumber":"2024-BIO-80"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"updated":"2025-01-19T07:41:32.392611+00:00","created":"2025-01-19T01:45:55.992877+00:00","id":241335}