{"created":"2023-07-27T07:53:00.307711+00:00","id":28686,"links":{},"metadata":{"_buckets":{"deposit":"348126da-91cb-48aa-beb5-5ad07524243d"},"_deposit":{"created_by":20,"id":"28686","owners":[20],"pid":{"revision_id":0,"type":"depid","value":"28686"},"status":"published"},"_oai":{"id":"oai:doshisha.repo.nii.ac.jp:00028686","sets":["4251:8138:8139:8140:9026","8:3372:3847:9025"]},"author_link":["30522","30523","18373","26005","30524","30525"],"item_1693811493084":{"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_1694490770713":{"attribute_name":"権利者情報","attribute_value_mlt":[{"nameIdentifiers":[{"nameIdentifier":"DA18202107","nameIdentifierScheme":"AID"}],"rightHolderNames":[{"rightHolderLanguage":"ja","rightHolderName":"同志社大学ハリス理化学研究所"},{"rightHolderLanguage":"en","rightHolderName":"Harris Science Research Institute of Doshisha University"}]}]},"item_1_biblio_info_14":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2022-01-31","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"4","bibliographicPageEnd":"218","bibliographicPageStart":"213","bibliographicVolumeNumber":"62","bibliographic_titles":[{"bibliographic_title":"同志社大学ハリス理化学研究報告","bibliographic_titleLang":"ja"},{"bibliographic_title":"The Harris science review of Doshisha University","bibliographic_titleLang":"en"}]}]},"item_1_description_12":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"医用画像のセマンティックセグメンテーションは、人手を介さずにピクセルとラベルを関連付けることを目的としている。深層学習を用いるには、大量の教師画像データが不可欠であるが、多くの場合で利用できない。本研究では、様々なフィルタを用いた効率的なデータの水増し法を検討した。実験結果は、ガウシアンフィルタとメディアンフィルタの組み合わせが、骨画像のセマンティックセグメンテーションに適していることを示した。","subitem_description_language":"ja","subitem_description_type":"Abstract"},{"subitem_description":"Semantic segmentation of medical images aims to associate a pixel with a label in a medical image without human interaction. The success of semantic segmentation using deep learning techniques is contingent on the availability of a large amount of imaging data with corresponding labels provided by experts. In contrast, a large amount of labeled medical image data is not available in many cases. In this study, we investigate an efficient data augmentation method using various filters. The experimental results showed that the combination between Gaussian and Median filters is adequate for semantic segmentation for bone images.","subitem_description_language":"en","subitem_description_type":"Abstract"}]},"item_1_description_25":{"attribute_name":"フォーマット","attribute_value_mlt":[{"subitem_description":"application/pdf","subitem_description_type":"Other"}]},"item_1_identifier_registration":{"attribute_name":"ID登録","attribute_value_mlt":[{"subitem_identifier_reg_text":"10.14988/00028678","subitem_identifier_reg_type":"JaLC"}]},"item_1_publisher_15":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"同志社大学ハリス理化学研究所","subitem_publisher_language":"ja"}]},"item_1_publisher_16":{"attribute_name":"出版者（英）","attribute_value_mlt":[{"subitem_publisher":"Harris Science Research Institute of Doshisha 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同志社大学理工学部インテリジェント情報工学科准教授"},{"subitem_text_language":"ja","subitem_text_value":"槇原, 絵里奈 / 同志社大学理工学部インテリジェント情報工学科助教"},{"subitem_text_language":"ja","subitem_text_value":"矢口, 瑛貴 / 同志社大学大学院理工学研究科"},{"subitem_text_language":"ja","subitem_text_value":"田原, 大輔 / 龍谷大学先端理工学部機械工学・ロボティクス課程准教授"}]},"item_1_text_9":{"attribute_name":"著者所属（英）","attribute_value_mlt":[{"subitem_text_language":"en","subitem_text_value":"Yamakawa, Sohei / Graduate School of Science and Engineering, Doshisha University"},{"subitem_text_language":"en","subitem_text_value":"Kogachi, Ryoya / Graduate School of Science and Engineering, Doshisha University"},{"subitem_text_language":"en","subitem_text_value":"Ono, Keiko / Faculty of Science and Engineering, Doshisha University"},{"subitem_text_language":"en","subitem_text_value":"Makihara, Erina / Faculty of Science and Engineering, Doshisha University"},{"subitem_text_language":"en","subitem_text_value":"Yaguchi, Akitaka / Graduate School of Science and Engineering, Doshisha University"},{"subitem_text_language":"en","subitem_text_value":"Tawara, Daisuke / Faculty of Advanced Science and Technology, Ryukoku University"}]},"item_access_right":{"attribute_name":"アクセス権","attribute_value_mlt":[{"subitem_access_right":"open access","subitem_access_right_uri":"http://purl.org/coar/access_right/c_abf2"}]},"item_creator":{"attribute_name":"著者","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"山川, 蒼平","creatorNameLang":"ja"},{"creatorName":"ヤマカワ, ソウヘイ","creatorNameLang":"ja-Kana"},{"creatorName":"Yamakawa, Sohei","creatorNameLang":"en"}],"nameIdentifiers":[{},{}]},{"creatorNames":[{"creatorName":"古我知, 亮弥","creatorNameLang":"ja"},{"creatorName":"コガチ, リョウヤ","creatorNameLang":"ja-Kana"},{"creatorName":"Kogachi, Ryoya","creatorNameLang":"en"}],"nameIdentifiers":[{},{}]},{"creatorNames":[{"creatorName":"小野, 景子","creatorNameLang":"ja"},{"creatorName":"オノ, ケイコ","creatorNameLang":"ja-Kana"},{"creatorName":"Ono, Keiko","creatorNameLang":"en"}],"nameIdentifiers":[{},{},{}]},{"creatorNames":[{"creatorName":"槇原, 絵里奈","creatorNameLang":"ja"},{"creatorName":"マキハラ, エリナ","creatorNameLang":"ja-Kana"},{"creatorName":"Makihara, Erina","creatorNameLang":"en"}],"nameIdentifiers":[{},{},{}]},{"creatorNames":[{"creatorName":"矢口, 瑛貴","creatorNameLang":"ja"},{"creatorName":"ヤグチ, アキタカ","creatorNameLang":"ja-Kana"},{"creatorName":"Yaguchi, Akitaka","creatorNameLang":"en"}],"nameIdentifiers":[{},{}]},{"creatorNames":[{"creatorName":"田原, 大輔","creatorNameLang":"ja"},{"creatorName":"タワラ, ダイスケ","creatorNameLang":"ja-Kana"},{"creatorName":"Tawara, Daisuke","creatorNameLang":"en"}],"nameIdentifiers":[{},{},{},{}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_date","date":[{"dateType":"Available","dateValue":"2022-01-31"}],"displaytype":"detail","filename":"023062040003.pdf","filesize":[{"value":"1.1 MB"}],"format":"application/pdf","licensetype":"license_note","mimetype":"application/pdf","url":{"label":"023062040003.pdf","url":"https://doshisha.repo.nii.ac.jp/record/28686/files/023062040003.pdf"},"version_id":"82de5eff-3843-4cef-a183-c9228a52d475"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"セマンティックセグメンテーション","subitem_subject_language":"ja","subitem_subject_scheme":"Other"},{"subitem_subject":"画像診断","subitem_subject_language":"ja","subitem_subject_scheme":"Other"},{"subitem_subject":"データ水増し","subitem_subject_language":"ja","subitem_subject_scheme":"Other"},{"subitem_subject":"Semantic Segmentation","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"U-Net","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"Diagnostic Imaging","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"Data Augmentation","subitem_subject_language":"en","subitem_subject_scheme":"Other"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourcetype":"departmental bulletin paper","resourceuri":"http://purl.org/coar/resource_type/c_6501"}]},"item_title":"医用画像セグメンテーションのための画像水増し法の検証","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"医用画像セグメンテーションのための画像水増し法の検証","subitem_title_language":"ja"},{"subitem_title":"イヨウ ガゾウ セグメンテーション ノ タメ ノ ガゾウ ミズマシ ホウ ノ ケンショウ","subitem_title_language":"ja-Kana"},{"subitem_title":"Data augmentation for medical image segmentation","subitem_title_language":"en"}]},"item_type_id":"1","owner":"20","path":["9025","9026"],"pubdate":{"attribute_name":"PubDate","attribute_value":"2022-01-31"},"publish_date":"2022-01-31","publish_status":"0","recid":"28686","relation_version_is_last":true,"title":["医用画像セグメンテーションのための画像水増し法の検証"],"weko_creator_id":"20","weko_shared_id":-1},"updated":"2023-11-28T07:06:27.381698+00:00"}