{"links":{},"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00230049","sets":["6504:11436:11440"]},"path":["11440"],"owner":"44499","recid":"230049","title":["深層学習を用いた心エコー動画における左心筋と左心腔の自動分画化"],"pubdate":{"attribute_name":"公開日","attribute_value":"2023-02-16"},"_buckets":{"deposit":"ca0d5214-91df-492f-a34c-125de88240f9"},"_deposit":{"id":"230049","pid":{"type":"depid","value":"230049","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"深層学習を用いた心エコー動画における左心筋と左心腔の自動分画化","author_link":["618921","618924","618923","618922"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"深層学習を用いた心エコー動画における左心筋と左心腔の自動分画化"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"人工知能と認知科学","subitem_subject_scheme":"Other"}]},"item_type_id":"22","publish_date":"2023-02-16","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":"和歌山大"},{"subitem_text_value":"和歌山大"},{"subitem_text_value":"和歌山大"},{"subitem_text_value":"センスタイムジャパン"}]},"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/230049/files/IPSJ-Z85-2T-07.pdf","label":"IPSJ-Z85-2T-07.pdf"},"date":[{"dateType":"Available","dateValue":"2023-11-17"}],"format":"application/pdf","filename":"IPSJ-Z85-2T-07.pdf","filesize":[{"value":"1.3 MB"}],"mimetype":"application/pdf","accessrole":"open_date","version_id":"66926cbf-c87f-4714-808c-b01543f9bbca","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2023 by the Information Processing Society of Japan"}]},"item_22_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"上杉, 凌平"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"吉野, 孝"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"王, 開"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"呉, 海元"}],"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":"心疾患の診断方法として心エコー動画を用いることがよくあるが，この診断は専門医にしか行うことができずまた専門医への負担が大きい．そこで心エコー動画を見やすくするために自動でアノテーションを行う手法を提案する．まず手動でアノテーションを行った心エコー画像をもとに深層学習を用いて学習モデルを作成し，その後モデルの評価を行い，心エコー画像と心エコー動画に自動的にアノテーションを行うことでアノテーションされた画像や動画を得ることができる．","subitem_description_type":"Other"}]},"item_22_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"512","bibliographic_titles":[{"bibliographic_title":"第85回全国大会講演論文集"}],"bibliographicPageStart":"511","bibliographicIssueDates":{"bibliographicIssueDate":"2023-02-16","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicVolumeNumber":"2023"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"created":"2025-01-19T01:29:34.627498+00:00","updated":"2025-01-19T11:18:39.262925+00:00","id":230049}