Statistically valid explainable black-box machine learning: applications in sex classification across species using brain imaging.
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| Title: | Statistically valid explainable black-box machine learning: applications in sex classification across species using brain imaging. |
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| Authors: | Liu, Tingshan1 (AUTHOR), Dey, Jayanta1 (AUTHOR), Xu, Beiya1 (AUTHOR), Bridgeford, Eric W.2 (AUTHOR), Alldritt, Samuel3 (AUTHOR), Nenning, Karl-Heinz4 (AUTHOR), Byeon, Kyoungseob3 (AUTHOR), Xu, Ting3 (AUTHOR), Vogelstein, Joshua T.5 (AUTHOR) jvogles3@jh.edu |
| Source: | PLoS ONE. 4/16/2026, Vol. 21 Issue 4, p1-18. 18p. |
| 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: 193063546 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Statistically valid explainable black-box machine learning: applications in sex classification across species using brain imaging. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Liu%2C+Tingshan%22">Liu, Tingshan</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Dey%2C+Jayanta%22">Dey, Jayanta</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Xu%2C+Beiya%22">Xu, Beiya</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Bridgeford%2C+Eric+W%2E%22">Bridgeford, Eric W.</searchLink><relatesTo>2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Alldritt%2C+Samuel%22">Alldritt, Samuel</searchLink><relatesTo>3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Nenning%2C+Karl-Heinz%22">Nenning, Karl-Heinz</searchLink><relatesTo>4</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Byeon%2C+Kyoungseob%22">Byeon, Kyoungseob</searchLink><relatesTo>3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Xu%2C+Ting%22">Xu, Ting</searchLink><relatesTo>3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Vogelstein%2C+Joshua+T%2E%22">Vogelstein, Joshua T.</searchLink><relatesTo>5</relatesTo> (AUTHOR)<i> jvogles3@jh.edu</i> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22PLoS+ONE%22">PLoS ONE</searchLink>. 4/16/2026, Vol. 21 Issue 4, p1-18. 18p. |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=193063546 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1371/journal.pone.0346575 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 18 StartPage: 1 Titles: – TitleFull: Statistically valid explainable black-box machine learning: applications in sex classification across species using brain imaging. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Liu, Tingshan – PersonEntity: Name: NameFull: Dey, Jayanta – PersonEntity: Name: NameFull: Xu, Beiya – PersonEntity: Name: NameFull: Bridgeford, Eric W. – PersonEntity: Name: NameFull: Alldritt, Samuel – PersonEntity: Name: NameFull: Nenning, Karl-Heinz – PersonEntity: Name: NameFull: Byeon, Kyoungseob – PersonEntity: Name: NameFull: Xu, Ting – PersonEntity: Name: NameFull: Vogelstein, Joshua T. IsPartOfRelationships: – BibEntity: Dates: – D: 16 M: 04 Text: 4/16/2026 Type: published Y: 2026 Identifiers: – Type: issn-print Value: 19326203 Numbering: – Type: volume Value: 21 – Type: issue Value: 4 Titles: – TitleFull: PLoS ONE Type: main |
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