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A hybrid BiLSTM and rule-based system for integrated diabetes prediction and personalized guidance.

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Title: A hybrid BiLSTM and rule-based system for integrated diabetes prediction and personalized guidance.
Authors: Saleem, Muhammad1 (AUTHOR), Hamid, Muhammad2 (AUTHOR) mhamid@gcwus.edu.pk, Malik, Saadia3 (AUTHOR)
Source: PLoS ONE. 5/22/2026, Vol. 21 Issue 5, p1-15. 15p.
Database: Academic Search Ultimate
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  Data: A hybrid BiLSTM and rule-based system for integrated diabetes prediction and personalized guidance.
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  Data: <searchLink fieldCode="AR" term="%22Saleem%2C+Muhammad%22">Saleem, Muhammad</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Hamid%2C+Muhammad%22">Hamid, Muhammad</searchLink><relatesTo>2</relatesTo> (AUTHOR)<i> mhamid@gcwus.edu.pk</i><br /><searchLink fieldCode="AR" term="%22Malik%2C+Saadia%22">Malik, Saadia</searchLink><relatesTo>3</relatesTo> (AUTHOR)
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  Data: <searchLink fieldCode="JN" term="%22PLoS+ONE%22">PLoS ONE</searchLink>. 5/22/2026, Vol. 21 Issue 5, p1-15. 15p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=193981402
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        Value: 10.1371/journal.pone.0347672
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        Text: English
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      – TitleFull: A hybrid BiLSTM and rule-based system for integrated diabetes prediction and personalized guidance.
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              Text: 5/22/2026
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