{"created":"2024-10-30T09:01:50.351445+00:00","id":2007164,"links":{},"metadata":{"_buckets":{"deposit":"bf442bc8-589d-4c9c-8d88-46a8e3180776"},"_deposit":{"created_by":7,"id":"2007164","owners":[7],"pid":{"revision_id":0,"type":"depid","value":"2007164"},"status":"published"},"_oai":{"id":"oai:tokushima-u.repo.nii.ac.jp:02007164","sets":["1713853213384:1713853295607"]},"author_link":["576","309","900","231"],"item_10001_alternative_title_1":{"attribute_name":"タイトル別表記","attribute_value_mlt":[{"subitem_alternative_title":"AI and Echocardiography","subitem_alternative_title_language":"en"}]},"item_10001_biblio_info_7":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2019-07-25","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"8","bibliographicPageEnd":"1629","bibliographicPageStart":"1623","bibliographicVolumeNumber":"83","bibliographic_titles":[{"bibliographic_title":"Circulation Journal","bibliographic_titleLang":"en"}]}]},"item_10001_description_5":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"Echocardiography has a central role in the diagnosis and management of cardiovascular disease. Precise and reliable echocardiographic assessment is required for clinical decision-making. Even if the development of new technologies (3-dimentional echocardiography, speckle-tracking, semi-automated analysis, etc.), the final decision on analysis is strongly dependent on operator experience. Diagnostic errors are a major unresolved problem. Moreover, not only can cardiologists differ from one another in image interpretation, but also the same observer may come to different findings when a reading is repeated. Daily high workloads in clinical practice may lead to this error, and all cardiologists require precise perception in this field. Artificial intelligence (AI) has the potential to improve analysis and interpretation of medical images to a new stage compared with previous algorithms. From our comprehensive review, we believe AI has the potential to improve accuracy of diagnosis, clinical management, and patient care. Although there are several concerns about the required large dataset and “black box” algorithm, AI can provide satisfactory results in this field. In the future, it will be necessary for cardiologists to adapt their daily practice to incorporate AI in this new stage of echocardiography.","subitem_description_language":"en","subitem_description_type":"Abstract"}]},"item_10001_publisher_8":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"The Japanese Circulation Society","subitem_publisher_language":"en"}]},"item_10001_source_id_9":{"attribute_name":"収録物ID","attribute_value_mlt":[{"subitem_source_identifier":"13469843","subitem_source_identifier_type":"ISSN"},{"subitem_source_identifier":"13474820","subitem_source_identifier_type":"ISSN"},{"subitem_source_identifier":"AA11591968","subitem_source_identifier_type":"NCID"}]},"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":"10.1253/circj.CJ-19-0420"}],"subitem_relation_type_id":{"subitem_relation_type_id_text":"https://doi.org/10.1253/circj.CJ-19-0420","subitem_relation_type_select":"DOI"}}]},"item_1723180141928":{"attribute_name":"EID","attribute_value_mlt":[{"subitem_identifier_type":"URI","subitem_identifier_uri":"363956"}]},"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":"楠瀬, 賢也","creatorNameLang":"ja"},{"creatorName":"クスノセ, ケンヤ","creatorNameLang":"ja-Kana"},{"creatorName":"Kusunose, Kenya","creatorNameLang":"en"}],"familyNames":[{"familyName":"楠瀬","familyNameLang":"ja"},{"familyName":"クスノセ","familyNameLang":"ja-Kana"},{"familyName":"Kusunose","familyNameLang":"en"}],"givenNames":[{"givenName":"賢也","givenNameLang":"ja"},{"givenName":"ケンヤ","givenNameLang":"ja-Kana"},{"givenName":"Kenya","givenNameLang":"en"}],"nameIdentifiers":[{"nameIdentifier":"231","nameIdentifierScheme":"WEKO"},{"nameIdentifier":"145741/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/145741/profile-ja.html"},{"nameIdentifier":"70507649","nameIdentifierScheme":"e-Rad","nameIdentifierURI":"https://nrid.nii.ac.jp/ja/search/?qm=70507649"}]},{"creatorAffiliations":[{"affiliationNameIdentifiers":[{"affiliationNameIdentifier":"","affiliationNameIdentifierScheme":"ISNI","affiliationNameIdentifierURI":"http://www.isni.org/isni/"}],"affiliationNames":[{"affiliationName":"","affiliationNameLang":"ja"}]}],"creatorNames":[{"creatorName":"芳賀, 昭弘","creatorNameLang":"ja"},{"creatorName":"ハガ, アキヒロ","creatorNameLang":"ja-Kana"},{"creatorName":"Haga, Akihiro","creatorNameLang":"en"}],"familyNames":[{"familyName":"芳賀","familyNameLang":"ja"},{"familyName":"ハガ","familyNameLang":"ja-Kana"},{"familyName":"Haga","familyNameLang":"en"}],"givenNames":[{"givenName":"昭弘","givenNameLang":"ja"},{"givenName":"アキヒロ","givenNameLang":"ja-Kana"},{"givenName":"Akihiro","givenNameLang":"en"}],"nameIdentifiers":[{"nameIdentifier":"900","nameIdentifierScheme":"WEKO"},{"nameIdentifier":"334008/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/334008/profile-ja.html"}]},{"creatorAffiliations":[{"affiliationNameIdentifiers":[{"affiliationNameIdentifier":"","affiliationNameIdentifierScheme":"ISNI","affiliationNameIdentifierURI":"http://www.isni.org/isni/"}],"affiliationNames":[{"affiliationName":"","affiliationNameLang":"ja"}]}],"creatorNames":[{"creatorName":"阿部, 考志","creatorNameLang":"ja"},{"creatorName":"アベ, タカシ","creatorNameLang":"ja-Kana"},{"creatorName":"Abe, Takashi","creatorNameLang":"en"}],"familyNames":[{"familyName":"阿部","familyNameLang":"ja"},{"familyName":"アベ","familyNameLang":"ja-Kana"},{"familyName":"Abe","familyNameLang":"en"}],"givenNames":[{"givenName":"考志","givenNameLang":"ja"},{"givenName":"タカシ","givenNameLang":"ja-Kana"},{"givenName":"Takashi","givenNameLang":"en"}],"nameIdentifiers":[{"nameIdentifier":"576","nameIdentifierScheme":"WEKO"},{"nameIdentifier":"40645347","nameIdentifierScheme":"e-Rad","nameIdentifierURI":"https://nrid.nii.ac.jp/ja/search/?qm=40645347"}]},{"creatorAffiliations":[{"affiliationNameIdentifiers":[{"affiliationNameIdentifier":"","affiliationNameIdentifierScheme":"ISNI","affiliationNameIdentifierURI":"http://www.isni.org/isni/"}],"affiliationNames":[{"affiliationName":"","affiliationNameLang":"ja"}]}],"creatorNames":[{"creatorName":"佐田, 政隆","creatorNameLang":"ja"},{"creatorName":"サタ, マサタカ","creatorNameLang":"ja-Kana"},{"creatorName":"Sata, Masataka","creatorNameLang":"en"}],"familyNames":[{"familyName":"佐田","familyNameLang":"ja"},{"familyName":"サタ","familyNameLang":"ja-Kana"},{"familyName":"Sata","familyNameLang":"en"}],"givenNames":[{"givenName":"政隆","givenNameLang":"ja"},{"givenName":"マサタカ","givenNameLang":"ja-Kana"},{"givenName":"Masataka","givenNameLang":"en"}],"nameIdentifiers":[{"nameIdentifier":"309","nameIdentifierScheme":"WEKO"},{"nameIdentifier":"173932/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/173932/profile-ja.html"},{"nameIdentifier":"80345214","nameIdentifierScheme":"e-Rad","nameIdentifierURI":"https://nrid.nii.ac.jp/ja/search/?qm=80345214"}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_access","date":[{"dateType":"Available","dateValue":"2020-03-11"}],"displaytype":"detail","filename":"circj_83_8_1623.pdf","filesize":[{"value":"1.01 MB"}],"format":"application/pdf","mimetype":"application/pdf","url":{"objectType":"fulltext","url":"https://tokushima-u.repo.nii.ac.jp/record/2007164/files/circj_83_8_1623.pdf"},"version_id":"016811e4-471c-4c43-b68c-8352f2ba9830"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"Artificial intelligence","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"Automated diagnosis","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"Deep learning","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"Echocardiography","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"Machine learning","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":"Utilization of Artificial Intelligence in Echocardiography","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"Utilization of Artificial Intelligence in Echocardiography","subitem_title_language":"en"}]},"item_type_id":"40001","owner":"7","path":["1713853295607"],"pubdate":{"attribute_name":"PubDate","attribute_value":"2020-03-11"},"publish_date":"2020-03-11","publish_status":"0","recid":"2007164","relation_version_is_last":true,"title":["Utilization of Artificial Intelligence in Echocardiography"],"weko_creator_id":"7","weko_shared_id":-1},"updated":"2025-01-29T13:15:37.859045+00:00"}