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.
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.
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  Data: Statistically valid explainable black-box machine learning: applications in sex classification across species using brain imaging.
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  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>
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  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
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