{"created":"2023-05-15T08:55:58.785484+00:00","id":1225,"links":{},"metadata":{"_buckets":{"deposit":"6c729ec0-6c18-4994-838b-a43724fdb0fe"},"_deposit":{"created_by":10,"id":"1225","owners":[10],"pid":{"revision_id":0,"type":"depid","value":"1225"},"status":"published"},"_oai":{"id":"oai:tsurumi-u.repo.nii.ac.jp:00001225","sets":["100:101:103:181"]},"author_link":["755"],"item_10007_date_8":{"attribute_name":"報告年度","attribute_value_mlt":[{"subitem_date_issued_datetime":"2015-03-31","subitem_date_issued_type":"Issued"}]},"item_10007_description_13":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"研究成果の概要（和文）：生活習慣病（NCDs ）を含む医療費（レセプトデータ）を従属変数、年齢、唾液ヘモグロビン値ならびに唾液中乳酸脱水素酵素の数値を独立変数として重回帰分析、ロジスティック回帰分析など様々な線形回帰分析を試みたが良い適合を得ることができなかった。そこで、脳機能に見られるいくつかの特性を計算機上の数学シミュレーションで表現するneural networksを採用し、解析したところ、NCDs 関連医療費と口腔保健状態を表すサロゲート・マーカーの間で良い適合を得ることができた。本研究により口腔保健のサロゲート・マーカーの数値が悪いとNCDs 関連医療費も高く、数値が良いと医療費が低くなることが示唆された。","subitem_description_language":"ja","subitem_description_type":"Abstract"},{"subitem_description":"研究成果の概要（英文）：NCDs are the major cause of increased medical expenses. We attempted to estimate the relationship between oral health and medical expenses. Subjects consisted of teachers and staff members in prefectural senior high schools. The salivary levels of lactate dehydrogenase and haemoglobin were adopted as biomarkers to assess the periodontal diseases. After salivary tests, data for the medical expenses were provided by the mutual association of the public schools on an individual basis. Curve-fit estimations were then performed where medical expenses were used as a dependent variable and age or salivary levels of haemoglobin or lactate dehydrogenase were used as independent variables. However, no good fitness was obtained. Subsequently, multilayer perceptron neural networks were applied. With the neural networks, good fitness was obtained by using lactate dehydrogenase as an independent variable. The results of this study show that oral health is correlated with total medical expenses.","subitem_description_language":"en","subitem_description_type":"Abstract"}]},"item_10007_description_14":{"attribute_name":"内容記述","attribute_value_mlt":[{"subitem_description":"・2014(平成26)年度 科学研究費補助金 挑戦的萌芽研究 研究成果報告書","subitem_description_language":"ja","subitem_description_type":"Other"},{"subitem_description":"・研究期間 (年度)：2012-04-01 – 2015-03-31","subitem_description_language":"ja","subitem_description_type":"Other"},{"subitem_description":"・研究分野：口腔衛生学","subitem_description_language":"ja","subitem_description_type":"Other"}]},"item_10007_description_9":{"attribute_name":"研究課題番号","attribute_value_mlt":[{"subitem_description":"研究課題/領域番号 : 24659938","subitem_description_language":"ja","subitem_description_type":"Other"}]},"item_10007_relation_17":{"attribute_name":"関連サイト","attribute_value_mlt":[{"subitem_relation_type_id":{"subitem_relation_type_id_text":"https://kaken.nii.ac.jp/ja/grant/KAKENHI-PROJECT-24659938/","subitem_relation_type_select":"URI"}}]},"item_10007_version_type_20":{"attribute_name":"著者版フラグ","attribute_value_mlt":[{"subitem_version_resource":"http://purl.org/coar/version/c_ab4af688f83e57aa","subitem_version_type":"AM"}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_date","date":[{"dateType":"Available","dateValue":"2022-04-29"}],"displaytype":"detail","filename":"24659938.pdf","filesize":[{"value":"146.1 kB"}],"format":"application/pdf","licensetype":"license_6","mimetype":"application/pdf","url":{"label":"24659938","url":"https://tsurumi-u.repo.nii.ac.jp/record/1225/files/24659938.pdf"},"version_id":"4414ba1e-c5d6-436b-85d4-e0eacc715f98"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"生活習慣病","subitem_subject_language":"ja","subitem_subject_scheme":"Other"},{"subitem_subject":"唾液検査","subitem_subject_language":"ja","subitem_subject_scheme":"Other"},{"subitem_subject":"レセプト","subitem_subject_language":"ja","subitem_subject_scheme":"Other"},{"subitem_subject":"医療費","subitem_subject_language":"ja","subitem_subject_scheme":"Other"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_researcher":{"attribute_name":"研究代表者","attribute_type":"creator","attribute_value_mlt":[{"creatorAffiliations":[{"affiliationNameIdentifiers":[{"affiliationNameIdentifier":"","affiliationNameIdentifierScheme":"ISNI","affiliationNameIdentifierURI":"http://www.isni.org/isni/"}],"affiliationNames":[{"affiliationName":"","affiliationNameLang":"ja"}]}],"creatorNames":[{"creatorName":"HANADA, Nobuhiro","creatorNameLang":"en"},{"creatorName":"花田, 信弘","creatorNameLang":"ja"},{"creatorName":"ハナダ, ノブヒロ","creatorNameLang":"ja-Kana"}],"familyNames":[{"familyName":"HANADA","familyNameLang":"en"},{"familyName":"花田","familyNameLang":"ja"},{"familyName":"ハナダ","familyNameLang":"ja-Kana"}],"givenNames":[{"givenName":"Nobuhiro","givenNameLang":"en"},{"givenName":"信弘","givenNameLang":"ja"},{"givenName":"ノブヒロ","givenNameLang":"ja-Kana"}],"nameIdentifiers":[{"nameIdentifier":"755","nameIdentifierScheme":"WEKO"},{"nameIdentifier":"70180916","nameIdentifierScheme":"e-Rad","nameIdentifierURI":"https://kaken.nii.ac.jp/ja/search/?qm=70180916"},{"nameIdentifier":"755","nameIdentifierScheme":"WEKO著者ID"}]}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourcetype":"research report","resourceuri":"http://purl.org/coar/resource_type/c_18ws"}]},"item_title":"唾液検査とレセプト電算処理システムに基づく新たな口腔と全身状態の関係解明の試み","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"唾液検査とレセプト電算処理システムに基づく新たな口腔と全身状態の関係解明の試み","subitem_title_language":"ja"},{"subitem_title":"The relationship between oral health and medical expenses","subitem_title_language":"en"}]},"item_type_id":"10007","owner":"10","path":["181"],"pubdate":{"attribute_name":"PubDate","attribute_value":"2022-04-29"},"publish_date":"2022-04-29","publish_status":"0","recid":"1225","relation_version_is_last":true,"title":["唾液検査とレセプト電算処理システムに基づく新たな口腔と全身状態の関係解明の試み"],"weko_creator_id":"10","weko_shared_id":-1},"updated":"2024-08-01T08:02:04.434660+00:00"}