View in EDS HTML Full Text PDF Full Text

Are machine learning models superior to logistic regression models to predict 30-day mortality post-hip fracture surgery?

Saved in:
Bibliographic Details
Title: Are machine learning models superior to logistic regression models to predict 30-day mortality post-hip fracture surgery?
Authors: Issa Z; Division of Endocrinology, American University of Beirut Medical Center, Beirut 1107 2020, Lebanon., Trad F; Electrical and Computer Engineering Department, American University of Beirut, Beirut 1107 2020, Lebanon.; Electrical and Computer Engineering Department, Lebanese American University, Byblos P.O. Box 36, Lebanon., Yammine R; Division of Endocrinology, American University of Beirut Medical Center, Beirut 1107 2020, Lebanon.; Calcium Metabolism and Osteoporosis Program, WHO Collaborating Center for Metabolic Bone Disorders, American University of Beirut Medical Center, Beirut 1107 2020, Lebanon., Rhayem C; Division of Endocrinology, American University of Beirut Medical Center, Beirut 1107 2020, Lebanon., Ghosn A; Division of Endocrinology, Memorial Sloan Kettering, New York, NY 10065, United States., Alwan J; Department of Pediatric Emergency Medicine, Children's Hospital of Michigan, Detroit, MI 48201, United States., Tamim H; Department of Internal Medicine, Clinical Research Institute, American University of Beirut Medical Center, Beirut 1107 2020, Lebanon.; College of Medicine, Alfaisal University, Riyadh 11533, Saudi Arabia., Haidar R; Division of Orthopedic Surgery, American University of Beirut Medical Center, Beirut 1107 2020, Lebanon., Chehab A; Electrical and Computer Engineering Department, American University of Beirut, Beirut 1107 2020, Lebanon., El-Hajj Fuleihan G; Division of Endocrinology, American University of Beirut Medical Center, Beirut 1107 2020, Lebanon.; Calcium Metabolism and Osteoporosis Program, WHO Collaborating Center for Metabolic Bone Disorders, American University of Beirut Medical Center, Beirut 1107 2020, Lebanon.
Source: JBMR plus [JBMR Plus] 2026 Apr 28; Vol. 10 (7), pp. ziag079. Date of Electronic Publication: 2026 Apr 28 (Print Publication: 2026).
Publication Type: Journal Article
Journal Info: Publisher: Oxford University Press Country of Publication: England NLM ID: 101707013 Publication Model: eCollection Cited Medium: Internet ISSN: 2473-4039 (Electronic) Linking ISSN: 24734039 NLM ISO Abbreviation: JBMR Plus 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: 42306553
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Are machine learning models superior to logistic regression models to predict 30-day mortality post-hip fracture surgery?
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AU" term="%22Issa+Z%22">Issa Z</searchLink>; Division of Endocrinology, American University of Beirut Medical Center, Beirut 1107 2020, Lebanon.<br /><searchLink fieldCode="AU" term="%22Trad+F%22">Trad F</searchLink>; Electrical and Computer Engineering Department, American University of Beirut, Beirut 1107 2020, Lebanon.; Electrical and Computer Engineering Department, Lebanese American University, Byblos P.O. Box 36, Lebanon.<br /><searchLink fieldCode="AU" term="%22Yammine+R%22">Yammine R</searchLink>; Division of Endocrinology, American University of Beirut Medical Center, Beirut 1107 2020, Lebanon.; Calcium Metabolism and Osteoporosis Program, WHO Collaborating Center for Metabolic Bone Disorders, American University of Beirut Medical Center, Beirut 1107 2020, Lebanon.<br /><searchLink fieldCode="AU" term="%22Rhayem+C%22">Rhayem C</searchLink>; Division of Endocrinology, American University of Beirut Medical Center, Beirut 1107 2020, Lebanon.<br /><searchLink fieldCode="AU" term="%22Ghosn+A%22">Ghosn A</searchLink>; Division of Endocrinology, Memorial Sloan Kettering, New York, NY 10065, United States.<br /><searchLink fieldCode="AU" term="%22Alwan+J%22">Alwan J</searchLink>; Department of Pediatric Emergency Medicine, Children's Hospital of Michigan, Detroit, MI 48201, United States.<br /><searchLink fieldCode="AU" term="%22Tamim+H%22">Tamim H</searchLink>; Department of Internal Medicine, Clinical Research Institute, American University of Beirut Medical Center, Beirut 1107 2020, Lebanon.; College of Medicine, Alfaisal University, Riyadh 11533, Saudi Arabia.<br /><searchLink fieldCode="AU" term="%22Haidar+R%22">Haidar R</searchLink>; Division of Orthopedic Surgery, American University of Beirut Medical Center, Beirut 1107 2020, Lebanon.<br /><searchLink fieldCode="AU" term="%22Chehab+A%22">Chehab A</searchLink>; Electrical and Computer Engineering Department, American University of Beirut, Beirut 1107 2020, Lebanon.<br /><searchLink fieldCode="AU" term="%22El-Hajj+Fuleihan+G%22">El-Hajj Fuleihan G</searchLink>; Division of Endocrinology, American University of Beirut Medical Center, Beirut 1107 2020, Lebanon.; Calcium Metabolism and Osteoporosis Program, WHO Collaborating Center for Metabolic Bone Disorders, American University of Beirut Medical Center, Beirut 1107 2020, Lebanon.
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22101707013%22">JBMR plus</searchLink> [JBMR Plus] 2026 Apr 28; Vol. 10 (7), pp. ziag079. <i>Date of Electronic Publication: </i>2026 Apr 28 (<i>Print Publication: </i>2026).
– 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="%22Oxford+University+Press%22">Oxford University Press </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101707013 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Internet <i>ISSN: </i>2473-4039 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2224734039%22">24734039 </searchLink><i>NLM ISO Abbreviation: </i>JBMR Plus <i>Subsets: </i>PubMed not MEDLINE
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=42306553
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1093/jbmrpl/ziag079
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        StartPage: ziag079
    Titles:
      – TitleFull: Are machine learning models superior to logistic regression models to predict 30-day mortality post-hip fracture surgery?
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Issa Z
      – PersonEntity:
          Name:
            NameFull: Trad F
      – PersonEntity:
          Name:
            NameFull: Yammine R
      – PersonEntity:
          Name:
            NameFull: Rhayem C
      – PersonEntity:
          Name:
            NameFull: Ghosn A
      – PersonEntity:
          Name:
            NameFull: Alwan J
      – PersonEntity:
          Name:
            NameFull: Tamim H
      – PersonEntity:
          Name:
            NameFull: Haidar R
      – PersonEntity:
          Name:
            NameFull: Chehab A
      – PersonEntity:
          Name:
            NameFull: El-Hajj Fuleihan G
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 28
              M: 04
              Text: 2026 Apr 28
              Type: published
              Y: 2026
          Identifiers:
            – Type: issn-electronic
              Value: 2473-4039
          Numbering:
            – Type: volume
              Value: 10
            – Type: issue
              Value: 7
          Titles:
            – TitleFull: JBMR plus
              Type: main
ResultId 1