A predictive model for hospital death in cancer patients with acute pulmonary embolism using XGBoost machine learning and SHAP interpretation.
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| Title: | A predictive model for hospital death in cancer patients with acute pulmonary embolism using XGBoost machine learning and SHAP interpretation. |
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| Authors: | Yuan, Zhen-nan1 (AUTHOR), Xue, Yu-juan2 (AUTHOR), Wang, Hai-jun1 (AUTHOR), Qu, Shi-ning1 (AUTHOR), Huang, Chu-lin1 (AUTHOR), Wang, Hao1 (AUTHOR), Zhang, Hao1 (AUTHOR), Zhang, Min-ze3 (AUTHOR) 18761825997@163.com, Xing, Xue-zhong1 (AUTHOR) xxzncc@163.com |
| Source: | Scientific Reports. 5/25/2025, Vol. 15 Issue 1, p1-11. 11p. |
| Database: | Academic Search Ultimate |
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| FullText | Links: – Type: pdflink Text: Availability: 1 |
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| Header | DbId: asn DbLabel: Academic Search Ultimate An: 185811309 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: A predictive model for hospital death in cancer patients with acute pulmonary embolism using XGBoost machine learning and SHAP interpretation. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Yuan%2C+Zhen-nan%22">Yuan, Zhen-nan</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Xue%2C+Yu-juan%22">Xue, Yu-juan</searchLink><relatesTo>2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Wang%2C+Hai-jun%22">Wang, Hai-jun</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Qu%2C+Shi-ning%22">Qu, Shi-ning</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Huang%2C+Chu-lin%22">Huang, Chu-lin</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Wang%2C+Hao%22">Wang, Hao</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Zhang%2C+Hao%22">Zhang, Hao</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Zhang%2C+Min-ze%22">Zhang, Min-ze</searchLink><relatesTo>3</relatesTo> (AUTHOR)<i> 18761825997@163.com</i><br /><searchLink fieldCode="AR" term="%22Xing%2C+Xue-zhong%22">Xing, Xue-zhong</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> xxzncc@163.com</i> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22Scientific+Reports%22">Scientific Reports</searchLink>. 5/25/2025, Vol. 15 Issue 1, p1-11. 11p. |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=185811309 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1038/s41598-025-02072-1 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 11 StartPage: 1 Titles: – TitleFull: A predictive model for hospital death in cancer patients with acute pulmonary embolism using XGBoost machine learning and SHAP interpretation. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Yuan, Zhen-nan – PersonEntity: Name: NameFull: Xue, Yu-juan – PersonEntity: Name: NameFull: Wang, Hai-jun – PersonEntity: Name: NameFull: Qu, Shi-ning – PersonEntity: Name: NameFull: Huang, Chu-lin – PersonEntity: Name: NameFull: Wang, Hao – PersonEntity: Name: NameFull: Zhang, Hao – PersonEntity: Name: NameFull: Zhang, Min-ze – PersonEntity: Name: NameFull: Xing, Xue-zhong IsPartOfRelationships: – BibEntity: Dates: – D: 25 M: 05 Text: 5/25/2025 Type: published Y: 2025 Identifiers: – Type: issn-print Value: 20452322 Numbering: – Type: volume Value: 15 – Type: issue Value: 1 Titles: – TitleFull: Scientific Reports Type: main |
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