Enhancing coronary heart disease diagnosis: Comparative analysis of data pre-processing techniques and machine learning models using clinical medical records.
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| Title: | Enhancing coronary heart disease diagnosis: Comparative analysis of data pre-processing techniques and machine learning models using clinical medical records. |
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| Authors: | Tseng CW; Department of Medical Education and Research, Kaohsiung Veterans General Hospital, Kaohsiung, Taiwan.; School of Medicine, National Defense Medical Center, Taipei, Taiwan., Sun LC; School of Medicine, National Defense Medical Center, Taipei, Taiwan., Lin KF; School of Public Health, National Defense Medical Center, Taipei, Taiwan.; Medical Informatics Office, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan., Chen PN; Department of Biomedical Engineering, National Defense Medical Center, Taipei, Taiwan. |
| Source: | Health informatics journal [Health Informatics J] 2025 Jul-Sep; Vol. 31 (3), pp. 14604582251366160. Date of Electronic Publication: 2025 Aug 06. |
| Publication Type: | Journal Article; Research Support, Non-U.S. Gov't |
| Journal Info: | Publisher: SAGE Publications Country of Publication: England NLM ID: 100883604 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1741-2811 (Electronic) Linking ISSN: 14604582 NLM ISO Abbreviation: Health Informatics J Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 40767685 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Enhancing coronary heart disease diagnosis: Comparative analysis of data pre-processing techniques and machine learning models using clinical medical records. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Tseng+CW%22">Tseng CW</searchLink>; Department of Medical Education and Research, Kaohsiung Veterans General Hospital, Kaohsiung, Taiwan.; School of Medicine, National Defense Medical Center, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Sun+LC%22">Sun LC</searchLink>; School of Medicine, National Defense Medical Center, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Lin+KF%22">Lin KF</searchLink>; School of Public Health, National Defense Medical Center, Taipei, Taiwan.; Medical Informatics Office, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chen+PN%22">Chen PN</searchLink>; Department of Biomedical Engineering, National Defense Medical Center, Taipei, Taiwan. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22100883604%22">Health informatics journal</searchLink> [Health Informatics J] 2025 Jul-Sep; Vol. 31 (3), pp. 14604582251366160. <i>Date of Electronic Publication: </i>2025 Aug 06. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article; Research Support, Non-U.S. Gov't – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22SAGE+Publications%22">SAGE Publications </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>100883604 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1741-2811 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2214604582%22">14604582 </searchLink><i>NLM ISO Abbreviation: </i>Health Informatics J <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=40767685 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1177/14604582251366160 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 14604582251366160 Titles: – TitleFull: Enhancing coronary heart disease diagnosis: Comparative analysis of data pre-processing techniques and machine learning models using clinical medical records. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Tseng CW – PersonEntity: Name: NameFull: Sun LC – PersonEntity: Name: NameFull: Lin KF – PersonEntity: Name: NameFull: Chen PN IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 07 Text: 2025 Jul-Sep Type: published Y: 2025 Identifiers: – Type: issn-electronic Value: 1741-2811 Numbering: – Type: volume Value: 31 – Type: issue Value: 3 Titles: – TitleFull: Health informatics journal Type: main |
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