Discrimination, calibration, and variable importance in statistical and machine learning models for predicting overall survival in advanced non-small cell lung cancer patients treated with immune checkpoint inhibitors.
Saved in:
| Title: | Discrimination, calibration, and variable importance in statistical and machine learning models for predicting overall survival in advanced non-small cell lung cancer patients treated with immune checkpoint inhibitors. |
|---|---|
| Authors: | Li LX; College of Medicine and Public Health, Flinders University, Adelaide, Australia. Electronic address: lee.li@flinders.edu.au., Hopkins AM; College of Medicine and Public Health, Flinders University, Adelaide, Australia., Woodman R; College of Medicine and Public Health, Flinders University, Adelaide, Australia., Abuhelwa AY; Department of Pharmacy Practice and Pharmacotherapeutics, College of Pharmacy, University of Sharjah, Sharjah, United Arab Emirates., Gao Y; College of Medicine and Public Health, Flinders University, Adelaide, Australia., Parent N; College of Medicine and Public Health, Flinders University, Adelaide, Australia., Rowland A; College of Medicine and Public Health, Flinders University, Adelaide, Australia., Sorich MJ; College of Medicine and Public Health, Flinders University, Adelaide, Australia. |
| Source: | Journal of clinical epidemiology [J Clin Epidemiol] 2026 Feb; Vol. 190, pp. 112082. Date of Electronic Publication: 2025 Nov 21. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Elsevier Country of Publication: United States NLM ID: 8801383 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1878-5921 (Electronic) Linking ISSN: 08954356 NLM ISO Abbreviation: J Clin Epidemiol Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Text: Availability: 0 |
|---|---|
| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 41276092 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
| IllustrationInfo | |
| Items | – Name: Title Label: Title Group: Ti Data: Discrimination, calibration, and variable importance in statistical and machine learning models for predicting overall survival in advanced non-small cell lung cancer patients treated with immune checkpoint inhibitors. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Li+LX%22">Li LX</searchLink>; College of Medicine and Public Health, Flinders University, Adelaide, Australia. Electronic address: lee.li@flinders.edu.au.<br /><searchLink fieldCode="AU" term="%22Hopkins+AM%22">Hopkins AM</searchLink>; College of Medicine and Public Health, Flinders University, Adelaide, Australia.<br /><searchLink fieldCode="AU" term="%22Woodman+R%22">Woodman R</searchLink>; College of Medicine and Public Health, Flinders University, Adelaide, Australia.<br /><searchLink fieldCode="AU" term="%22Abuhelwa+AY%22">Abuhelwa AY</searchLink>; Department of Pharmacy Practice and Pharmacotherapeutics, College of Pharmacy, University of Sharjah, Sharjah, United Arab Emirates.<br /><searchLink fieldCode="AU" term="%22Gao+Y%22">Gao Y</searchLink>; College of Medicine and Public Health, Flinders University, Adelaide, Australia.<br /><searchLink fieldCode="AU" term="%22Parent+N%22">Parent N</searchLink>; College of Medicine and Public Health, Flinders University, Adelaide, Australia.<br /><searchLink fieldCode="AU" term="%22Rowland+A%22">Rowland A</searchLink>; College of Medicine and Public Health, Flinders University, Adelaide, Australia.<br /><searchLink fieldCode="AU" term="%22Sorich+MJ%22">Sorich MJ</searchLink>; College of Medicine and Public Health, Flinders University, Adelaide, Australia. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%228801383%22">Journal of clinical epidemiology</searchLink> [J Clin Epidemiol] 2026 Feb; Vol. 190, pp. 112082. <i>Date of Electronic Publication: </i>2025 Nov 21. – 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="%22Elsevier%22">Elsevier </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>8801383 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1878-5921 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2208954356%22">08954356 </searchLink><i>NLM ISO Abbreviation: </i>J Clin Epidemiol <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=41276092 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1016/j.jclinepi.2025.112082 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 112082 Titles: – TitleFull: Discrimination, calibration, and variable importance in statistical and machine learning models for predicting overall survival in advanced non-small cell lung cancer patients treated with immune checkpoint inhibitors. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Li LX – PersonEntity: Name: NameFull: Hopkins AM – PersonEntity: Name: NameFull: Woodman R – PersonEntity: Name: NameFull: Abuhelwa AY – PersonEntity: Name: NameFull: Gao Y – PersonEntity: Name: NameFull: Parent N – PersonEntity: Name: NameFull: Rowland A – PersonEntity: Name: NameFull: Sorich MJ IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 02 Text: 2026 Feb Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 1878-5921 Numbering: – Type: volume Value: 190 Titles: – TitleFull: Journal of clinical epidemiology Type: main |
| ResultId | 1 |
