Machinometrics, a new framework towards explainable machine learning in healthcare.
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| Title: | Machinometrics, a new framework towards explainable machine learning in healthcare. |
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| Authors: | Lin, Jionghui1 (AUTHOR) jlin0088@uni.sydney.edu.au, Hegde, Shwetha2 (AUTHOR) shwetha.hegde@sydney.edu.au, Liu, Daochang3 (AUTHOR) Daochang.liu@uwa.edu.au, Cheng, Ka Wing4 (AUTHOR) kche9170@uni.sydney.edu.au, Spallek, Heiko5 (AUTHOR) heiko.spallek@sydney.edu.au, Xu, Chang1 (AUTHOR) c.xu@sydney.edu.au, Gao, Jinlong5,6 (AUTHOR) Jinlong.gao@sydney.edu.au |
| Source: | BMC Methods. 11/12/2025, Vol. 2 Issue 1, p1-14. 14p. |
| 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: 189252247 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Machinometrics, a new framework towards explainable machine learning in healthcare. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Lin%2C+Jionghui%22">Lin, Jionghui</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> jlin0088@uni.sydney.edu.au</i><br /><searchLink fieldCode="AR" term="%22Hegde%2C+Shwetha%22">Hegde, Shwetha</searchLink><relatesTo>2</relatesTo> (AUTHOR)<i> shwetha.hegde@sydney.edu.au</i><br /><searchLink fieldCode="AR" term="%22Liu%2C+Daochang%22">Liu, Daochang</searchLink><relatesTo>3</relatesTo> (AUTHOR)<i> Daochang.liu@uwa.edu.au</i><br /><searchLink fieldCode="AR" term="%22Cheng%2C+Ka+Wing%22">Cheng, Ka Wing</searchLink><relatesTo>4</relatesTo> (AUTHOR)<i> kche9170@uni.sydney.edu.au</i><br /><searchLink fieldCode="AR" term="%22Spallek%2C+Heiko%22">Spallek, Heiko</searchLink><relatesTo>5</relatesTo> (AUTHOR)<i> heiko.spallek@sydney.edu.au</i><br /><searchLink fieldCode="AR" term="%22Xu%2C+Chang%22">Xu, Chang</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> c.xu@sydney.edu.au</i><br /><searchLink fieldCode="AR" term="%22Gao%2C+Jinlong%22">Gao, Jinlong</searchLink><relatesTo>5,6</relatesTo> (AUTHOR)<i> Jinlong.gao@sydney.edu.au</i> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22BMC+Methods%22">BMC Methods</searchLink>. 11/12/2025, Vol. 2 Issue 1, p1-14. 14p. |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=189252247 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1186/s44330-025-00031-w Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 14 StartPage: 1 Titles: – TitleFull: Machinometrics, a new framework towards explainable machine learning in healthcare. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Lin, Jionghui – PersonEntity: Name: NameFull: Hegde, Shwetha – PersonEntity: Name: NameFull: Liu, Daochang – PersonEntity: Name: NameFull: Cheng, Ka Wing – PersonEntity: Name: NameFull: Spallek, Heiko – PersonEntity: Name: NameFull: Xu, Chang – PersonEntity: Name: NameFull: Gao, Jinlong IsPartOfRelationships: – BibEntity: Dates: – D: 12 M: 11 Text: 11/12/2025 Type: published Y: 2025 Identifiers: – Type: issn-print Value: 30048729 Numbering: – Type: volume Value: 2 – Type: issue Value: 1 Titles: – TitleFull: BMC Methods Type: main |
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