MEDICAL INFORMATION PROCESSING APPARATUS, MEDICAL INFORMATION PROCESSING METHOD, AND PROGRAM
To appropriately update a learned model.SOLUTION: A medical information processing apparatus of an embodiment has an acquisition unit and a specification unit. The acquisition unit acquires a plurality of sets of verification data including medical data, result data obtained by inputting the medical...
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| creator | YANAGIDA KAZUTOSHI TANEMOTO TAKAYUKI MORISHIMA HIROSHIZU IWAMURA TAISUKE |
| description | To appropriately update a learned model.SOLUTION: A medical information processing apparatus of an embodiment has an acquisition unit and a specification unit. The acquisition unit acquires a plurality of sets of verification data including medical data, result data obtained by inputting the medical data to a learned model, and true-false data related to the result data. The specification unit, based on the relationship between the sets of verification data and a first learned model receiving input of the medical data and outputting the result data, specifies a target set of verification data suitable for evaluation of performance required for a learned model receiving input of the medical data and outputting the result data, from the plurality of sets of verification data.SELECTED DRAWING: Figure 2
【課題】学習済モデルを適切に更新できるようにする【解決手段】実施形態の医用情報処理装置は、取得部と、特定部と、を持つ。取得部は、医用データと、前記医用データを学習済モデルに入力して得られる結果データと、前記結果データに関する正誤データと、を含む複数の検証データセットを取得する。特定部は、前記医用データが入力されて前記結果データを出力する第１学習済モデルと前記検証データセットとの関係に基づいて、前記医用データが入力されて前記結果データを出力する学習済モデルに要求される性能の評価に適した対象検証データセットを、前記複数の検証データセットの中から特定する。【選択図】図２ |
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【課題】学習済モデルを適切に更新できるようにする【解決手段】実施形態の医用情報処理装置は、取得部と、特定部と、を持つ。取得部は、医用データと、前記医用データを学習済モデルに入力して得られる結果データと、前記結果データに関する正誤データと、を含む複数の検証データセットを取得する。特定部は、前記医用データが入力されて前記結果データを出力する第１学習済モデルと前記検証データセットとの関係に基づいて、前記医用データが入力されて前記結果データを出力する学習済モデルに要求される性能の評価に適した対象検証データセットを、前記複数の検証データセットの中から特定する。【選択図】図２</description><language>eng ; jpn</language><subject>HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA ; INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS ; PHYSICS</subject><creationdate>2024</creationdate><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&date=20240815&DB=EPODOC&CC=JP&NR=2024110218A$$EHTML$$P50$$Gepo$$Hfree_for_read</linktohtml><link.rule.ids>230,308,780,885,25562,76317</link.rule.ids><linktorsrc>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&date=20240815&DB=EPODOC&CC=JP&NR=2024110218A$$EView_record_in_European_Patent_Office$$FView_record_in_$$GEuropean_Patent_Office$$Hfree_for_read</linktorsrc></links><search><creatorcontrib>YANAGIDA KAZUTOSHI</creatorcontrib><creatorcontrib>TANEMOTO TAKAYUKI</creatorcontrib><creatorcontrib>MORISHIMA HIROSHIZU</creatorcontrib><creatorcontrib>IWAMURA TAISUKE</creatorcontrib><title>MEDICAL INFORMATION PROCESSING APPARATUS, MEDICAL INFORMATION PROCESSING METHOD, AND PROGRAM</title><description>To appropriately update a learned model.SOLUTION: A medical information processing apparatus of an embodiment has an acquisition unit and a specification unit. The acquisition unit acquires a plurality of sets of verification data including medical data, result data obtained by inputting the medical data to a learned model, and true-false data related to the result data. The specification unit, based on the relationship between the sets of verification data and a first learned model receiving input of the medical data and outputting the result data, specifies a target set of verification data suitable for evaluation of performance required for a learned model receiving input of the medical data and outputting the result data, from the plurality of sets of verification data.SELECTED DRAWING: Figure 2
【課題】学習済モデルを適切に更新できるようにする【解決手段】実施形態の医用情報処理装置は、取得部と、特定部と、を持つ。取得部は、医用データと、前記医用データを学習済モデルに入力して得られる結果データと、前記結果データに関する正誤データと、を含む複数の検証データセットを取得する。特定部は、前記医用データが入力されて前記結果データを出力する第１学習済モデルと前記検証データセットとの関係に基づいて、前記医用データが入力されて前記結果データを出力する学習済モデルに要求される性能の評価に適した対象検証データセットを、前記複数の検証データセットの中から特定する。【選択図】図２</description><subject>HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA</subject><subject>INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS</subject><subject>PHYSICS</subject><fulltext>true</fulltext><rsrctype>patent</rsrctype><creationdate>2024</creationdate><recordtype>patent</recordtype><sourceid>EVB</sourceid><recordid>eNrjZIjxdXXxdHb0UfD0c_MP8nUM8fT3UwgI8nd2DQ729HNXcAwIcAxyDAkN1lEgoNLXNcTD30VHwdHPBSTsHuToy8PAmpaYU5zKC6W5GZTcXEOcPXRTC_LjU4sLEpNT81JL4r0CjAyMTAwNDYwMLRyNiVIEADSWMto</recordid><startdate>20240815</startdate><enddate>20240815</enddate><creator>YANAGIDA KAZUTOSHI</creator><creator>TANEMOTO TAKAYUKI</creator><creator>MORISHIMA HIROSHIZU</creator><creator>IWAMURA TAISUKE</creator><scope>EVB</scope></search><sort><creationdate>20240815</creationdate><title>MEDICAL INFORMATION PROCESSING APPARATUS, MEDICAL INFORMATION PROCESSING METHOD, AND PROGRAM</title><author>YANAGIDA KAZUTOSHI ; TANEMOTO TAKAYUKI ; MORISHIMA HIROSHIZU ; IWAMURA TAISUKE</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-epo_espacenet_JP2024110218A3</frbrgroupid><rsrctype>patents</rsrctype><prefilter>patents</prefilter><language>eng ; jpn</language><creationdate>2024</creationdate><topic>HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA</topic><topic>INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS</topic><topic>PHYSICS</topic><toplevel>online_resources</toplevel><creatorcontrib>YANAGIDA KAZUTOSHI</creatorcontrib><creatorcontrib>TANEMOTO TAKAYUKI</creatorcontrib><creatorcontrib>MORISHIMA HIROSHIZU</creatorcontrib><creatorcontrib>IWAMURA TAISUKE</creatorcontrib><collection>esp@cenet</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>YANAGIDA KAZUTOSHI</au><au>TANEMOTO TAKAYUKI</au><au>MORISHIMA HIROSHIZU</au><au>IWAMURA TAISUKE</au><format>patent</format><genre>patent</genre><ristype>GEN</ristype><title>MEDICAL INFORMATION PROCESSING APPARATUS, MEDICAL INFORMATION PROCESSING METHOD, AND PROGRAM</title><date>2024-08-15</date><risdate>2024</risdate><abstract>To appropriately update a learned model.SOLUTION: A medical information processing apparatus of an embodiment has an acquisition unit and a specification unit. The acquisition unit acquires a plurality of sets of verification data including medical data, result data obtained by inputting the medical data to a learned model, and true-false data related to the result data. The specification unit, based on the relationship between the sets of verification data and a first learned model receiving input of the medical data and outputting the result data, specifies a target set of verification data suitable for evaluation of performance required for a learned model receiving input of the medical data and outputting the result data, from the plurality of sets of verification data.SELECTED DRAWING: Figure 2
【課題】学習済モデルを適切に更新できるようにする【解決手段】実施形態の医用情報処理装置は、取得部と、特定部と、を持つ。取得部は、医用データと、前記医用データを学習済モデルに入力して得られる結果データと、前記結果データに関する正誤データと、を含む複数の検証データセットを取得する。特定部は、前記医用データが入力されて前記結果データを出力する第１学習済モデルと前記検証データセットとの関係に基づいて、前記医用データが入力されて前記結果データを出力する学習済モデルに要求される性能の評価に適した対象検証データセットを、前記複数の検証データセットの中から特定する。【選択図】図２</abstract><oa>free_for_read</oa></addata></record> |
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| subjects | HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS PHYSICS |
| title | MEDICAL INFORMATION PROCESSING APPARATUS, MEDICAL INFORMATION PROCESSING METHOD, AND PROGRAM |
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