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Systematic Review and Meta-Analysis of Explainable Machine Learning Models for Clinical Depression Detection.

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Title: Systematic Review and Meta-Analysis of Explainable Machine Learning Models for Clinical Depression Detection.
Authors: Trelles, Ariosto1 (AUTHOR) ftrelles1@utmachala.edu.ec, Ruiz, Tomás Fontaines2,3 (AUTHOR), Rojo, Antonio Ponce3,4 (AUTHOR)
Source: Behavioral Sciences (2076-328X). Nov2025, Vol. 15 Issue 11, p1476. 24p.
Database: Academic Search Ultimate
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PubType: Academic Journal
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  Data: Systematic Review and Meta-Analysis of Explainable Machine Learning Models for Clinical Depression Detection.
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  Data: <searchLink fieldCode="AR" term="%22Trelles%2C+Ariosto%22">Trelles, Ariosto</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> ftrelles1@utmachala.edu.ec</i><br /><searchLink fieldCode="AR" term="%22Ruiz%2C+Tomás+Fontaines%22">Ruiz, Tomás Fontaines</searchLink><relatesTo>2,3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Rojo%2C+Antonio+Ponce%22">Rojo, Antonio Ponce</searchLink><relatesTo>3,4</relatesTo> (AUTHOR)
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  Data: <searchLink fieldCode="JN" term="%22Behavioral+Sciences+%282076-328X%29%22">Behavioral Sciences (2076-328X)</searchLink>. Nov2025, Vol. 15 Issue 11, p1476. 24p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=189600432
RecordInfo BibRecord:
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      – Type: doi
        Value: 10.3390/bs15111476
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      – Code: eng
        Text: English
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        PageCount: 24
        StartPage: 1476
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      – TitleFull: Systematic Review and Meta-Analysis of Explainable Machine Learning Models for Clinical Depression Detection.
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            NameFull: Trelles, Ariosto
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            NameFull: Ruiz, Tomás Fontaines
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            NameFull: Rojo, Antonio Ponce
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            – D: 01
              M: 11
              Text: Nov2025
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              Y: 2025
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              Value: 11
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