{"created":"2023-07-27T06:24:47.648013+00:00","id":7846,"links":{},"metadata":{"_buckets":{"deposit":"332e32d0-07f9-4a24-92d0-a60a8f85a036"},"_deposit":{"created_by":3,"id":"7846","owners":[3],"pid":{"revision_id":0,"type":"depid","value":"7846"},"status":"published"},"_oai":{"id":"oai:kanazawa-u.repo.nii.ac.jp:00007846","sets":["934:935:936"]},"author_link":["10721","10722","178","10718","78","10717","10720","10719","42"],"item_8_biblio_info_8":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2007-01-01","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"4353354","bibliographicPageEnd":"4563","bibliographicPageStart":"4561","bibliographic_titles":[{"bibliographic_title":"Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings"}]}]},"item_8_description_21":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"A novel optical non-invasive in vivo blood glucose concentration (BGL) measurement technique, named \"Pulse Glucometry\", was combined with a kernel method; support vector machines. The total transmitted radiation intensity (Iλ) and the cardiac-related pulsatile changes superimposed on Iλ in human adult fingertips were measured over the wavelength range from 900 to 1700 nm using a very fast spectrophotometer, obtaining a differential optical density (ΔOD λ) related to the blood component in the finger tissues. Subsequently, a calibration model using paired data of a family of ΔODλs and the corresponding known BGLs was constructed with support vector machines regression instead of using calibration by a conventional partial least squares regression (PLS). Our results show that the calibration model based on the support vector machines can provide a good regression for the 183 paired data, in which the BGLs ranged from 89.0-219 mg/dl (4.94-12.2 mmol/l). The resultant regression was evaluated by the Clarke error grid analysis and all data points fell within the clinically acceptable regions (region A: 93%, region B: 7%). © 2007 IEEE..","subitem_description_type":"Abstract"}]},"item_8_description_5":{"attribute_name":"提供者所属","attribute_value_mlt":[{"subitem_description":"金沢大学理工研究域機械工学系","subitem_description_type":"Other"}]},"item_8_publisher_17":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"Institute of Electrical and Electronics Engineers (IEEE)"}]},"item_8_relation_12":{"attribute_name":"DOI","attribute_value_mlt":[{"subitem_relation_type":"isIdenticalTo","subitem_relation_type_id":{"subitem_relation_type_id_text":"10.1109/IEMBS.2007.4353354","subitem_relation_type_select":"DOI"}}]},"item_8_relation_28":{"attribute_name":"関連URI","attribute_value_mlt":[{"subitem_relation_type_id":{"subitem_relation_type_id_text":"http://dx.doi.org/10.1109/IEMBS.2007.4353354","subitem_relation_type_select":"DOI"}}]},"item_8_source_id_11":{"attribute_name":"NCID","attribute_value_mlt":[{"subitem_source_identifier":"AA00782308","subitem_source_identifier_type":"NCID"}]},"item_8_source_id_9":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"0589-1019","subitem_source_identifier_type":"ISSN"}]},"item_8_version_type_25":{"attribute_name":"著者版フラグ","attribute_value_mlt":[{"subitem_version_resource":"http://purl.org/coar/version/c_970fb48d4fbd8a85","subitem_version_type":"VoR"}]},"item_creator":{"attribute_name":"著者","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Ogawa, Mitsuhiro"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Yamakoshi, Yasuhiro"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Satoh, Makoto"}],"nameIdentifiers":[{},{}]},{"creatorNames":[{"creatorName":"Nogawa, Masamichi"}],"nameIdentifiers":[{},{},{},{}]},{"creatorNames":[{"creatorName":"Yamakoshi, Takehiro"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Tanaka, Shinobu"}],"nameIdentifiers":[{},{},{},{}]},{"creatorNames":[{"creatorName":"Rolfe, Peter"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Tamura, Toshiyo"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Yamakoshi, Ken-ichi"}],"nameIdentifiers":[{},{},{}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_date","date":[{"dateType":"Available","dateValue":"2017-10-03"}],"displaytype":"detail","filename":"TE-PR-OGAWA-M-4561.pdf","filesize":[{"value":"126.4 kB"}],"format":"application/pdf","licensetype":"license_note","mimetype":"application/pdf","url":{"label":"TE-PR-OGAWA-M-4561.pdf","url":"https://kanazawa-u.repo.nii.ac.jp/record/7846/files/TE-PR-OGAWA-M-4561.pdf"},"version_id":"4b8e1799-7a67-4a41-b2dc-36f55d8c504b"}]},"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":"conference paper","resourceuri":"http://purl.org/coar/resource_type/c_5794"}]},"item_title":"Support vector machines as multivariate calibration model for prediction of blood glucose concentration using a new non-invasive optical method named pulse glucometry","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"Support vector machines as multivariate calibration model for prediction of blood glucose concentration using a new non-invasive optical method named pulse glucometry"}]},"item_type_id":"8","owner":"3","path":["936"],"pubdate":{"attribute_name":"公開日","attribute_value":"2017-10-03"},"publish_date":"2017-10-03","publish_status":"0","recid":"7846","relation_version_is_last":true,"title":["Support vector machines as multivariate calibration model for prediction of blood glucose concentration using a new non-invasive optical method named pulse glucometry"],"weko_creator_id":"3","weko_shared_id":-1},"updated":"2023-07-28T02:18:42.803338+00:00"}