{"created":"2023-05-15T14:55:05.541256+00:00","id":74875,"links":{},"metadata":{"_buckets":{"deposit":"9dd342ad-ae12-463d-b02c-da358cac31d2"},"_deposit":{"created_by":1,"id":"74875","owners":[1],"pid":{"revision_id":0,"type":"depid","value":"74875"},"status":"published"},"_oai":{"id":"oai:repo.qst.go.jp:00074875","sets":["1"]},"author_link":["858395","858396"],"item_8_biblio_info_7":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2019-12","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicPageEnd":"41","bibliographicPageStart":"37","bibliographicVolumeNumber":"186","bibliographic_titles":[{"bibliographic_title":"Radiation Protection Dosimetry"}]}]},"item_8_description_5":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"Biological dosimetry is used to estimate individual absorbed radiation dose by quantifying an appropriate biological marker. The most popular gold-standard marker is the appearance of dicentric chromosomes in metaphase. The metaphase finder is a tool for biological dosimetry that finds metaphase cells on glass slides. The author and a software company have designed a new system and are now preparing to produce the system commercially. The metaphase finder consists of an automated microscope, a camera, and a computer. To enhance the accuracy of the system, an artificial intelligence (AI) with deep learning was tested. A total of 1709 images of the metaphase finder detected as ‘metaphases’ were read into a nine-layer artificial neural network to detect true metaphases. A total of 456 images were used for training, and the rest of the images were used for validation. The accuracy of AI was 0.89 for metaphases and 0.90 for non-metaphases.","subitem_description_type":"Abstract"}]},"item_8_publisher_8":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"Oxford University Press."}]},"item_8_relation_14":{"attribute_name":"DOI","attribute_value_mlt":[{"subitem_relation_type_id":{"subitem_relation_type_id_text":"10.1093/rpd/ncz012","subitem_relation_type_select":"DOI"}}]},"item_8_relation_17":{"attribute_name":"関連サイト","attribute_value_mlt":[{"subitem_relation_type_id":{"subitem_relation_type_id_text":"https://academic.oup.com/rpd/advance-article/doi/10.1093/rpd/ncz012/5365227","subitem_relation_type_select":"URI"}}]},"item_8_source_id_9":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"0144-8420","subitem_source_identifier_type":"ISSN"}]},"item_access_right":{"attribute_name":"アクセス権","attribute_value_mlt":[{"subitem_access_right":"metadata only access","subitem_access_right_uri":"http://purl.org/coar/access_right/c_14cb"}]},"item_creator":{"attribute_name":"著者","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Furukawa, Akira"}],"nameIdentifiers":[{"nameIdentifier":"858395","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"Furukawa, Akira","creatorNameLang":"en"}],"nameIdentifiers":[{"nameIdentifier":"858396","nameIdentifierScheme":"WEKO"}]}]},"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":"The project of anothor low-cost metapese finder (second report-application of artificial intelligence) ","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"The project of anothor low-cost metapese finder (second report-application of artificial intelligence) "}]},"item_type_id":"8","owner":"1","path":["1"],"pubdate":{"attribute_name":"公開日","attribute_value":"2019-03-20"},"publish_date":"2019-03-20","publish_status":"0","recid":"74875","relation_version_is_last":true,"title":["The project of anothor low-cost metapese finder (second report-application of artificial intelligence) "],"weko_creator_id":"1","weko_shared_id":-1},"updated":"2023-05-15T22:15:20.024037+00:00"}