{"@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/1040299749911247872.json","@type":"Project","projectIdentifier":[{"@type":"KAKEN","@value":"24K12750"},{"@type":"JGN","@value":"JP24K12750"},{"@type":"URI","@value":"https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-24K12750/"}],"jpcoar:awardTitle":[{"@language":"ja","@value":"眼底画像による機械学習を用いた眼内悪性リンパ腫の診断支援システムの開発"},{"@language":"en","@value":"Development of a diagnostic support system for intraocular malignant lymphoma using machine learning using fundus images."}],"field":[{"keyword":[{"language":"ja","textList":["小区分56060:眼科学関連"]},{"language":"en","textList":["Basic Section 56060:Ophthalmology-related"]}]}],"dc:language":"ja","description":[{"type":"outline_of_research_initial","notation":[{"@language":"ja","@value":"本研究では、まず眼内悪性リンパ腫およびその他の後部・汎ぶどう膜炎の眼底画像データ（カラー眼底写真、広角眼底写真、蛍光眼底造影、光干渉断層計）を疾患名や患者背景データ・視力などの臨床データと共に大規模に収集して、ぶどう膜炎の眼科画像データベースを構築する。次に、眼底画像データを効率的に機械学習させることで、眼底画像から眼内悪性リンパ腫の診断をアシストするAIシステムの開発を目指す。さらに、構築されたAIシステムの診断精度・妥当性を別の画像データを用いて検証する。"}]}],"researcher":[{"@id":"https://cir.nii.ac.jp/crid/1420282801192542592","@type":"Researcher","personIdentifier":[{"@type":"KAKEN_RESEARCHERS","@value":"00280941"},{"@type":"NRID","@value":"1000000280941"},{"@type":"KAKEN_RESEARCHERS","@value":"70343126"},{"@type":"NRID","@value":"1000070343126"},{"@type":"CINII_AUTHOR_ID","@value":"DA19495113"},{"@type":"URI","@value":"https://ci.nii.ac.jp/author/DA19495113#entity"},{"@type":"URI","@value":"https://viaf.org/viaf/NII%7CDA19495113"},{"@type":"NRID","@value":"9000366496419"},{"@type":"NRID","@value":"9000415190368"},{"@type":"NRID","@value":"9000356672003"},{"@type":"NRID","@value":"9000259332948"},{"@type":"NRID","@value":"9000318615980"},{"@type":"NRID","@value":"9000412236779"},{"@type":"NRID","@value":"9000413340266"},{"@type":"NRID","@value":"9000415181026"},{"@type":"NRID","@value":"9000403260450"},{"@type":"NRID","@value":"9000402940248"},{"@type":"NRID","@value":"9000362191969"},{"@type":"NRID","@value":"9000397956469"},{"@type":"NRID","@value":"9000415186108"},{"@type":"NRID","@value":"9000243714945"},{"@type":"NRID","@value":"9000409320317"},{"@type":"NRID","@value":"9000240537867"},{"@type":"NRID","@value":"9000408640841"},{"@type":"NRID","@value":"9000397649725"},{"@type":"NRID","@value":"9000413342379"},{"@type":"NRID","@value":"9000366125244"},{"@type":"NRID","@value":"9000259332941"},{"@type":"NRID","@value":"9000356583070"},{"@type":"NRID","@value":"9000366125256"},{"@type":"NRID","@value":"9000001370468"},{"@type":"NRID","@value":"9000382643069"},{"@type":"RESEARCHMAP","@value":"https://researchmap.jp/read0123093"}],"foaf:name":[{"@language":"ja","@value":"蕪城 俊克"}],"jpcoar:affiliationName":[{"@language":"ja","@value":"自治医科大学"}],"role":"principal_investigator"},{"@id":"https://cir.nii.ac.jp/crid/1420845751157289600","@type":"Researcher","personIdentifier":[{"@type":"KAKEN_RESEARCHERS","@value":"00353277"},{"@type":"NRID","@value":"1000000353277"},{"@type":"NRID","@value":"9000259343011"},{"@type":"NRID","@value":"9000006560993"},{"@type":"NRID","@value":"9000107317522"},{"@type":"NRID","@value":"9000408599806"},{"@type":"NRID","@value":"9000006343974"},{"@type":"NRID","@value":"9000304694346"},{"@type":"NRID","@value":"9000402795808"},{"@type":"NRID","@value":"9000397662936"},{"@type":"NRID","@value":"9000021638596"},{"@type":"NRID","@value":"9000020678711"},{"@type":"NRID","@value":"9000409338470"},{"@type":"NRID","@value":"9000397674847"},{"@type":"NRID","@value":"9000382140486"},{"@type":"NRID","@value":"9000256544570"},{"@type":"NRID","@value":"9000404809621"},{"@type":"NRID","@value":"9000280536350"},{"@type":"NRID","@value":"9000403278831"},{"@type":"NRID","@value":"9000402795816"},{"@type":"NRID","@value":"9000397662942"},{"@type":"NRID","@value":"9000256544407"},{"@type":"NRID","@value":"9000006227550"},{"@type":"NRID","@value":"9000347202509"},{"@type":"NRID","@value":"9000413568926"},{"@type":"NRID","@value":"9000413549379"},{"@type":"NRID","@value":"9000415323472"},{"@type":"NRID","@value":"9000367866161"},{"@type":"NRID","@value":"9000256394344"},{"@type":"NRID","@value":"9000257812887"},{"@type":"NRID","@value":"9000365515045"},{"@type":"NRID","@value":"9000240061486"},{"@type":"NRID","@value":"9000402795819"},{"@type":"NRID","@value":"9000398377981"},{"@type":"NRID","@value":"9000397673472"},{"@type":"NRID","@value":"9000017576162"},{"@type":"NRID","@value":"9000412357727"},{"@type":"NRID","@value":"9000410487392"},{"@type":"NRID","@value":"9000411250539"},{"@type":"NRID","@value":"9000409338485"},{"@type":"NRID","@value":"9000381063429"},{"@type":"NRID","@value":"9000309999230"},{"@type":"NRID","@value":"9000258658499"},{"@type":"NRID","@value":"9000345277305"},{"@type":"NRID","@value":"9000404305587"},{"@type":"NRID","@value":"9000413549024"},{"@type":"NRID","@value":"9000413549351"},{"@type":"NRID","@value":"9000335567606"},{"@type":"NRID","@value":"9000404305591"},{"@type":"NRID","@value":"9000414870872"},{"@type":"NRID","@value":"9000409341476"},{"@type":"NRID","@value":"9000397677797"},{"@type":"NRID","@value":"9000365513306"},{"@type":"NRID","@value":"9000345226744"},{"@type":"NRID","@value":"9000403164977"},{"@type":"NRID","@value":"9000403549270"},{"@type":"NRID","@value":"9000283415415"},{"@type":"RESEARCHMAP","@value":"https://researchmap.jp/read0165910"}],"foaf:name":[{"@language":"ja","@value":"畑中 裕司"}],"jpcoar:affiliationName":[{"@language":"ja","@value":"大分大学"}],"role":"co_investigator_buntan"},{"@id":"https://cir.nii.ac.jp/crid/1420564276181543168","@type":"Researcher","personIdentifier":[{"@type":"KAKEN_RESEARCHERS","@value":"10294943"},{"@type":"NRID","@value":"1000010294943"},{"@type":"CINII_AUTHOR_ID","@value":"DA15473389"},{"@type":"URI","@value":"https://ci.nii.ac.jp/author/DA15473389#entity"},{"@type":"URI","@value":"https://viaf.org/viaf/NII%7CDA15473389"},{"@type":"NRID","@value":"9000415154777"},{"@type":"NRID","@value":"9000402940250"},{"@type":"NRID","@value":"9000404143696"}],"foaf:name":[{"@language":"ja","@value":"園田 康平"}],"jpcoar:affiliationName":[{"@language":"ja","@value":"九州大学"}],"role":"co_investigator_buntan"}],"since":"2024-04-01","until":"2027-03-31","institution":[{"institutionIdentifier":[{"@type":"NII","@value":"0032202"}],"notation":[{"@language":"ja","@value":"自治医科大学"},{"@language":"en","@value":"Jichi Medical University"}]}],"fundingProgram":[{"jpcoar:funderName":[{"@language":"ja","@value":"科学研究費助成事業"},{"@language":"en","@value":"Grants-in-Aid for Scientific Research"}]}],"url":[{"@id":"https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-24K12750/","notation":[{"@value":"KAKEN"}]}],"createdAt":"2024-04-05","modifiedAt":"2025-12-26","foaf:topic":[{"@id":"https://cir.nii.ac.jp/all?q=%E7%9C%BC%E5%86%85%E6%82%AA%E6%80%A7%E3%83%AA%E3%83%B3%E3%83%91%E8%85%AB","dc:title":"眼内悪性リンパ腫"},{"@id":"https://cir.nii.ac.jp/all?q=%E7%9C%BC%E5%BA%95%E7%94%BB%E5%83%8F","dc:title":"眼底画像"},{"@id":"https://cir.nii.ac.jp/all?q=%E6%A9%9F%E6%A2%B0%E5%AD%A6%E7%BF%92","dc:title":"機械学習"},{"@id":"https://cir.nii.ac.jp/all?q=%E8%A8%BA%E6%96%AD%E6%94%AF%E6%8F%B4%E3%82%B7%E3%82%B9%E3%83%86%E3%83%A0","dc:title":"診断支援システム"},{"@id":"https://cir.nii.ac.jp/all?q=%E3%81%B6%E3%81%A9%E3%81%86%E8%86%9C%E7%82%8E","dc:title":"ぶどう膜炎"}],"product":[{"@id":"https://cir.nii.ac.jp/crid/1360580232186221312","@type":"Article","resourceType":"学術雑誌論文(journal article)","productIdentifier":[{"@type":"DOI","@value":"10.1080/09273948.2022.2092007"},{"@type":"URI","@value":"https://www.tandfonline.com/doi/pdf/10.1080/09273948.2022.2092007"},{"@type":"DOI","@value":"10.6084/m9.figshare.20145516.v1"},{"@type":"DOI","@value":"10.6084/m9.figshare.20145516"},{"@type":"PMID","@value":"35748779"}],"notation":[{"@value":"Efficacy and Safety of Adalimumab for Exacerbation or Relapse of Ocular Inflammation in Patients with Vogt-Koyanagi-Harada Disease: A Multicenter Study"}]},{"@id":"https://cir.nii.ac.jp/crid/1390862555421148160","@type":"Article","resourceType":"学術雑誌論文(journal article)","productIdentifier":[{"@type":"DOI","@value":"10.1248/bpb.b23-00872"},{"@type":"PMID","@value":"38432946"},{"@type":"URI","@value":"https://www.jstage.jst.go.jp/article/bpb/47/3/47_b23-00872/_pdf"},{"@type":"URI","@value":"https://search.jamas.or.jp/link/ui/2025208449"}],"notation":[{"@language":"en","@value":"Protective Effect of Pemafibrate Treatment against Diabetic Retinopathy in Spontaneously Diabetic Torii Fatty Rats"}]},{"@id":"https://cir.nii.ac.jp/crid/1360588381047833984","@type":"Article","resourceType":"学術雑誌論文(journal article)","productIdentifier":[{"@type":"DOI","@value":"10.1016/j.jcjo.2024.05.023"},{"@type":"URI","@value":"https://api.elsevier.com/content/article/PII:S000841822400156X?httpAccept=text/xml"},{"@type":"URI","@value":"https://api.elsevier.com/content/article/PII:S000841822400156X?httpAccept=text/plain"}],"notation":[{"@value":"A case of vitreous haze and a subretinal lesion diagnosed as a neuroendocrine neoplasm by vitreous biopsy"}]},{"@id":"https://cir.nii.ac.jp/crid/1360306905188855040","@type":"Article","resourceType":"学術雑誌論文(journal article)","productIdentifier":[{"@type":"DOI","@value":"10.4236/jdm.2024.143013"},{"@type":"URI","@value":"https://www.scirp.org/journal/paperinformation?paperid=134987"},{"@type":"URI","@value":"https://www.scirp.org/xml/134987.xml"}],"notation":[{"@value":"Prophylactic Pattern Scanning Laser Retinal Photocoagulation for Diabetic Retinopathy in Spontaneously Diabetic Torii Fatty Rats: Preliminary Experimental Results"}]},{"@id":"https://cir.nii.ac.jp/crid/1360025431111765120","@type":"Article","resourceType":"学術雑誌論文(journal article)","productIdentifier":[{"@type":"DOI","@value":"10.1136/bjo-2024-326239"},{"@type":"URI","@value":"https://syndication.highwire.org/content/doi/10.1136/bjo-2024-326239"}],"notation":[{"@value":"Use of immunomodulatory treatment for non-infectious uveitis: an International Ocular Inflammation Society report of real-world practice"}]},{"@id":"https://cir.nii.ac.jp/crid/1390300711323359872","@type":"Article","resourceType":"学術雑誌論文(journal article)","productIdentifier":[{"@type":"DOI","@value":"10.11476/shinkeiganka.41.126"},{"@type":"URI","@value":"https://search.jamas.or.jp/link/ui/2024295261"}],"notation":[{"@language":"en","@value":"Case of Cerebrospinal Fluid Hypovolemia Requiring Differentiation from Neuro-Behcet’s Disease"},{"@language":"ja","@value":"神経ベーチェット病との鑑別を要した脳脊髄液減少症の1症例"}]},{"@id":"https://cir.nii.ac.jp/crid/1010025255242083459","@type":"Article","resourceType":"学術雑誌論文(journal article)","notation":[{"@language":"ja","@value":"ぶどう膜炎症例に対する内眼手術の適応と準備"}]},{"@id":"https://cir.nii.ac.jp/crid/1010025255242083586","@type":"Article","resourceType":"学術雑誌論文(journal article)","notation":[{"@language":"ja","@value":"眼科疾患 ぶどう膜炎"}]},{"@id":"https://cir.nii.ac.jp/crid/1010025255242083456","@type":"Article","resourceType":"学術雑誌論文(journal article)","productIdentifier":[{"@type":"URI","@value":"https://search.jamas.or.jp/link/ui/2024190376"}],"notation":[{"@language":"ja","@value":"エキスパートに学ぶ眼科手術の質問箱　白内障術後早期眼内炎と鑑別すべき病態を教えてください"}]}],"dataSourceIdentifier":[{"@type":"KAKEN","@value":"24K12750"}],"grant":{"grantIdentifier":[{"@type":"NII","@value":"72"}],"jpcoar:fundingStream":[{"@language":"ja","@value":"基盤研究(C)"},{"@language":"en","@value":"Grant-in-Aid for Scientific Research (C)"}]},"allocationClassification":[{"notation":[{"@language":"ja","@value":"基金"},{"@language":"en","@value":"Multi-year Fund"}]}],"projectStatus":"granted","allocationAmount":{"totalCost":{"amount":"4680000","currency":"JPY"},"breakdownCost":[{"notation":[{"@language":"ja","@value":"直接経費"},{"@language":"en","@value":"Direct Cost"}],"amount":"3600000","currency":"JPY"},{"notation":[{"@language":"ja","@value":"間接経費"},{"@language":"en","@value":"Indirect Cost"}],"amount":"1080000","currency":"JPY"}]}}