{"@context":{"@vocab":"https://cir.nii.ac.jp/schema/1.0/","rdfs":"http://www.w3.org/2000/01/rdf-schema#","dc":"http://purl.org/dc/elements/1.1/","dcterms":"http://purl.org/dc/terms/","foaf":"http://xmlns.com/foaf/0.1/","prism":"http://prismstandard.org/namespaces/basic/2.0/","cinii":"http://ci.nii.ac.jp/ns/1.0/","datacite":"https://schema.datacite.org/meta/kernel-4/","ndl":"http://ndl.go.jp/dcndl/terms/","jpcoar":"https://github.com/JPCOAR/schema/blob/master/2.0/"},"@id":"https://cir.nii.ac.jp/crid/1040000781962704128.json","@type":"Project","projectIdentifier":[{"@type":"KAKEN","@value":"17K01134"},{"@type":"JGN","@value":"JP17K01134"},{"@type":"URI","@value":"https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-17K01134/"}],"jpcoar:awardTitle":[{"@language":"ja","@value":"決定木(decision tree)を使用した診断学習システムの開発"},{"@language":"en","@value":"Development of a diagnostic learning system using decision tree"}],"field":[{"keyword":[{"language":"ja","textList":["総合系","複合領域","科学教育・教育工学","教育工学"]},{"language":"en","textList":["Integrated Disciplines","Complex systems","Science education/Educational technology","Educational technology"]}]}],"dc:language":"ja","description":[{"type":"outline_of_research_achievement","notation":[{"@language":"ja","@value":"これまでの医療系画像診断実習では、与えられた画像を読影する形をとっていたが、診断学習システムの中に検査法選択というdecision treeの仕組みを入れることにより、検査の必要性も学んでいける環境の構築を目指す。\n課題内の主訴や症状をもとに最初の画像検査選択、その読影、次の画像検査選択、その読影という診断学習システムの基本形を構築した。"},{"@language":"en","@value":"In previous medical diagnostic imaging training, students read the images given to them. In this study, we aim to create an environment in which students can learn the necessity of examinations by including a step for selecting an examination method in the diagnostic learning system.\nWe constructed a prototype of a diagnostic learning system in which students first select one necessary X-ray examination based on the chief complaint in the assignment sentence, read the image, and then select the next examination they consider necessary."}]},{"type":"significance_of_research_achievement","notation":[{"@language":"ja","@value":"必要な検査を的確に選択する能力が向上することにより、将来的に実際の臨床の場で診断能力が向上することが期待できるのに加え、不要な検査を減らすことにより、被ばくをはじめとする検査のデメリットを軽減することが期待される。これらは良好な予後をはじめとする身体的なメリットだけでなく、検査軽減や的確な診断による治療期間短縮等による個人および社会的医療費の軽減も期待される。"}]}],"researcher":[{"@id":"https://cir.nii.ac.jp/crid/1420001326218207744","@type":"Researcher","personIdentifier":[{"@type":"KAKEN_RESEARCHERS","@value":"20346802"},{"@type":"NRID","@value":"1000020346802"},{"@type":"NRID","@value":"9000254174853"},{"@type":"NRID","@value":"9000256586225"},{"@type":"NRID","@value":"9000399364142"},{"@type":"NRID","@value":"9000375893145"},{"@type":"NRID","@value":"9000254174878"},{"@type":"NRID","@value":"9000392507791"},{"@type":"NRID","@value":"9000022053130"},{"@type":"NRID","@value":"9000392507806"},{"@type":"NRID","@value":"9000396113577"},{"@type":"RESEARCHMAP","@value":"https://researchmap.jp/K-O"}],"foaf:name":[{"@language":"ja","@value":"岡村 和俊"},{"@language":"en","@value":"Okamura Kazutoshi"}],"jpcoar:affiliationName":[{"@language":"ja","@value":"九州大学"}],"role":"principal_investigator"},{"@id":"https://cir.nii.ac.jp/crid/1030003658365351425","@type":"Researcher","personIdentifier":[{"@type":"KAKEN_RESEARCHERS","@value":"20210643"},{"@type":"NRID","@value":"1000020210643"},{"@type":"NRID","@value":"9000006114366"},{"@type":"NRID","@value":"9000014250069"},{"@type":"NRID","@value":"9000309159107"},{"@type":"NRID","@value":"9000019064699"},{"@type":"NRID","@value":"9000331421820"},{"@type":"NRID","@value":"9000001376457"},{"@type":"NRID","@value":"9000399364143"},{"@type":"NRID","@value":"9000255807520"},{"@type":"NRID","@value":"9000375893146"},{"@type":"NRID","@value":"9000022053133"},{"@type":"NRID","@value":"9000396113578"},{"@type":"NRID","@value":"9000308050252"},{"@type":"RESEARCHMAP","@value":"https://researchmap.jp/read0172225"}],"foaf:name":[{"@language":"ja","@value":"吉浦 一紀"}],"jpcoar:affiliationName":[{"@language":"ja","@value":"九州大学"}],"role":"co_investigator_buntan"},{"@id":"https://cir.nii.ac.jp/crid/1420845751162969216","@type":"Researcher","personIdentifier":[{"@type":"KAKEN_RESEARCHERS","@value":"50435492"},{"@type":"NRID","@value":"1000050435492"},{"@type":"NRID","@value":"9000375892337"},{"@type":"NRID","@value":"9000240062376"},{"@type":"NRID","@value":"9000392483695"},{"@type":"NRID","@value":"9000392506317"},{"@type":"NRID","@value":"9000006114363"},{"@type":"NRID","@value":"9000405878678"},{"@type":"NRID","@value":"9000399363885"},{"@type":"NRID","@value":"9000411626689"},{"@type":"NRID","@value":"9000375890123"},{"@type":"NRID","@value":"9000403159369"},{"@type":"NRID","@value":"9000240066907"},{"@type":"NRID","@value":"9000414076225"},{"@type":"NRID","@value":"9000392520990"},{"@type":"NRID","@value":"9000279644842"},{"@type":"NRID","@value":"9000405879403"},{"@type":"NRID","@value":"9000392508168"},{"@type":"NRID","@value":"9000414076457"},{"@type":"NRID","@value":"9000392507332"},{"@type":"NRID","@value":"9000375893143"},{"@type":"NRID","@value":"9000375889026"},{"@type":"NRID","@value":"9000398609943"},{"@type":"NRID","@value":"9000392483717"},{"@type":"NRID","@value":"9000392507803"},{"@type":"NRID","@value":"9000003795121"},{"@type":"NRID","@value":"9000396113573"},{"@type":"NRID","@value":"9000366515448"},{"@type":"NRID","@value":"9000326661000"},{"@type":"NRID","@value":"9000256359830"},{"@type":"NRID","@value":"9000414075275"},{"@type":"NRID","@value":"9000402789650"},{"@type":"NRID","@value":"9000411565123"},{"@type":"NRID","@value":"9000258006187"},{"@type":"NRID","@value":"9000415207732"},{"@type":"NRID","@value":"9000375892335"},{"@type":"RESEARCHMAP","@value":"https://researchmap.jp/fit.tokuyasu0810"}],"foaf:name":[{"@language":"ja","@value":"徳安 達士"}],"jpcoar:affiliationName":[{"@language":"ja","@value":"福岡工業大学"}],"role":"co_investigator_buntan"}],"since":"2017-04-01","until":"2022-03-31","institution":[{"institutionIdentifier":[{"@type":"NII","@value":"0017102"}],"notation":[{"@language":"ja","@value":"九州大学"},{"@language":"en","@value":"Kyushu University"}]}],"fundingProgram":[{"jpcoar:funderName":[{"@language":"ja","@value":"科学研究費助成事業"},{"@language":"en","@value":"Grants-in-Aid for Scientific 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