View in EDS HTML Full Text PDF Full Text

An In-Hospital Mortality Risk Model for Elderly Patients Undergoing Cardiac Valvular Surgery Based on LASSO-Logistic Regression and Machine Learning.

Saved in:
Bibliographic Details
Title: An In-Hospital Mortality Risk Model for Elderly Patients Undergoing Cardiac Valvular Surgery Based on LASSO-Logistic Regression and Machine Learning.
Authors: Zhu K; Cardiac Surgery Centre, Fuwai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100037, China., Lin H; Cardiac Surgery Centre, Fuwai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100037, China., Yang X; Department of Anesthesiology, Beijing Cancer Hospital, Peking University, Beijing 100142, China., Gong J; Cardiac Surgery Centre, Fuwai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100037, China., An K; Cardiac Surgery Centre, Fuwai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100037, China., Zheng Z; Cardiac Surgery Centre, Fuwai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100037, China., Hou J; Cardiac Surgery Centre, Fuwai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100037, China.
Source: Journal of cardiovascular development and disease [J Cardiovasc Dev Dis] 2023 Feb 17; Vol. 10 (2). Date of Electronic Publication: 2023 Feb 17.
Publication Type: Journal Article
Journal Info: Publisher: MDPI AG Country of Publication: Switzerland NLM ID: 101651414 Publication Model: Electronic Cited Medium: Internet ISSN: 2308-3425 (Electronic) Linking ISSN: 23083425 NLM ISO Abbreviation: J Cardiovasc Dev Dis Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
Full text is not displayed to guests.
FullText Links:
  – Type: pdflink
Text:
  Availability: 1
Header DbId: mdl
DbLabel: MEDLINE Ultimate
An: 36826583
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: An In-Hospital Mortality Risk Model for Elderly Patients Undergoing Cardiac Valvular Surgery Based on LASSO-Logistic Regression and Machine Learning.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AU" term="%22Zhu+K%22">Zhu K</searchLink>; Cardiac Surgery Centre, Fuwai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100037, China.<br /><searchLink fieldCode="AU" term="%22Lin+H%22">Lin H</searchLink>; Cardiac Surgery Centre, Fuwai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100037, China.<br /><searchLink fieldCode="AU" term="%22Yang+X%22">Yang X</searchLink>; Department of Anesthesiology, Beijing Cancer Hospital, Peking University, Beijing 100142, China.<br /><searchLink fieldCode="AU" term="%22Gong+J%22">Gong J</searchLink>; Cardiac Surgery Centre, Fuwai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100037, China.<br /><searchLink fieldCode="AU" term="%22An+K%22">An K</searchLink>; Cardiac Surgery Centre, Fuwai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100037, China.<br /><searchLink fieldCode="AU" term="%22Zheng+Z%22">Zheng Z</searchLink>; Cardiac Surgery Centre, Fuwai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100037, China.<br /><searchLink fieldCode="AU" term="%22Hou+J%22">Hou J</searchLink>; Cardiac Surgery Centre, Fuwai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100037, China.
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22101651414%22">Journal of cardiovascular development and disease</searchLink> [J Cardiovasc Dev Dis] 2023 Feb 17; Vol. 10 (2). <i>Date of Electronic Publication: </i>2023 Feb 17.
– 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="%22MDPI+AG%22">MDPI AG </searchLink><i>Country of Publication: </i>Switzerland <i>NLM ID: </i>101651414 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2308-3425 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2223083425%22">23083425 </searchLink><i>NLM ISO Abbreviation: </i>J Cardiovasc Dev Dis <i>Subsets: </i>PubMed not MEDLINE
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=36826583
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.3390/jcdd10020087
    Languages:
      – Code: eng
        Text: English
    Titles:
      – TitleFull: An In-Hospital Mortality Risk Model for Elderly Patients Undergoing Cardiac Valvular Surgery Based on LASSO-Logistic Regression and Machine Learning.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Zhu K
      – PersonEntity:
          Name:
            NameFull: Lin H
      – PersonEntity:
          Name:
            NameFull: Yang X
      – PersonEntity:
          Name:
            NameFull: Gong J
      – PersonEntity:
          Name:
            NameFull: An K
      – PersonEntity:
          Name:
            NameFull: Zheng Z
      – PersonEntity:
          Name:
            NameFull: Hou J
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 17
              M: 02
              Text: 2023 Feb 17
              Type: published
              Y: 2023
          Identifiers:
            – Type: issn-electronic
              Value: 2308-3425
          Numbering:
            – Type: volume
              Value: 10
            – Type: issue
              Value: 2
          Titles:
            – TitleFull: Journal of cardiovascular development and disease
              Type: main
ResultId 1