Machine Learning-Based Explainable Automated Nonlinear Computation Scoring System for Health Score and an Application for Prediction of Perioperative Stroke: Retrospective Study.
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| Title: | Machine Learning-Based Explainable Automated Nonlinear Computation Scoring System for Health Score and an Application for Prediction of Perioperative Stroke: Retrospective Study. |
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| Authors: | Oh MY; Department of Neurology, Sejong General Hospital, Sejong General Hospital, Bucheon-si, Republic of Korea., Kim HS; Department of Medical Informatics, School of Medicine, Keimyung University, Daegu, Republic of Korea., Jung YM; Department of Obstetrics and Gynecology, Seoul National University Bundang Hospital, Seongnam, Republic of Korea., Lee HC; Department of Anesthesiology and Pain Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea.; Department of Anesthesiology and Pain Medicine, Seoul National University Hospital, Seoul, Republic of Korea., Lee SB; Department of Medical Informatics, School of Medicine, Keimyung University, Daegu, Republic of Korea., Lee SM; Department of Obstetrics and Gynecology, College of Medicine, Seoul National University, Seoul, Republic of Korea.; Department of Obstetrics and Gynecology, Seoul National University Hospital, Seoul, Republic of Korea.; Innovative Medical Technology Research Institute, Seoul National University Hospital, Seoul, Republic of Korea.; Institute of Reproductive Medicine and Population & Medical Big Data Research Center, Seoul National University, Seoul, Republic of Korea. |
| Source: | Journal of medical Internet research [J Med Internet Res] 2025 Mar 19; Vol. 27, pp. e58021. Date of Electronic Publication: 2025 Mar 19. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: JMIR Publications Country of Publication: Canada NLM ID: 100959882 Publication Model: Electronic Cited Medium: Internet ISSN: 1438-8871 (Electronic) Linking ISSN: 14388871 NLM ISO Abbreviation: J Med Internet Res Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 40106818 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Machine Learning-Based Explainable Automated Nonlinear Computation Scoring System for Health Score and an Application for Prediction of Perioperative Stroke: Retrospective Study. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Oh+MY%22">Oh MY</searchLink>; Department of Neurology, Sejong General Hospital, Sejong General Hospital, Bucheon-si, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Kim+HS%22">Kim HS</searchLink>; Department of Medical Informatics, School of Medicine, Keimyung University, Daegu, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Jung+YM%22">Jung YM</searchLink>; Department of Obstetrics and Gynecology, Seoul National University Bundang Hospital, Seongnam, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Lee+HC%22">Lee HC</searchLink>; Department of Anesthesiology and Pain Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea.; Department of Anesthesiology and Pain Medicine, Seoul National University Hospital, Seoul, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Lee+SB%22">Lee SB</searchLink>; Department of Medical Informatics, School of Medicine, Keimyung University, Daegu, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Lee+SM%22">Lee SM</searchLink>; Department of Obstetrics and Gynecology, College of Medicine, Seoul National University, Seoul, Republic of Korea.; Department of Obstetrics and Gynecology, Seoul National University Hospital, Seoul, Republic of Korea.; Innovative Medical Technology Research Institute, Seoul National University Hospital, Seoul, Republic of Korea.; Institute of Reproductive Medicine and Population & Medical Big Data Research Center, Seoul National University, Seoul, Republic of Korea. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22100959882%22">Journal of medical Internet research</searchLink> [J Med Internet Res] 2025 Mar 19; Vol. 27, pp. e58021. <i>Date of Electronic Publication: </i>2025 Mar 19. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22JMIR+Publications%22">JMIR Publications </searchLink><i>Country of Publication: </i>Canada <i>NLM ID: </i>100959882 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1438-8871 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2214388871%22">14388871 </searchLink><i>NLM ISO Abbreviation: </i>J Med Internet Res <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=40106818 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.2196/58021 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: e58021 Titles: – TitleFull: Machine Learning-Based Explainable Automated Nonlinear Computation Scoring System for Health Score and an Application for Prediction of Perioperative Stroke: Retrospective Study. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Oh MY – PersonEntity: Name: NameFull: Kim HS – PersonEntity: Name: NameFull: Jung YM – PersonEntity: Name: NameFull: Lee HC – PersonEntity: Name: NameFull: Lee SB – PersonEntity: Name: NameFull: Lee SM IsPartOfRelationships: – BibEntity: Dates: – D: 19 M: 03 Text: 2025 Mar 19 Type: published Y: 2025 Identifiers: – Type: issn-electronic Value: 1438-8871 Numbering: – Type: volume Value: 27 Titles: – TitleFull: Journal of medical Internet research Type: main |
| ResultId | 1 |
