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Multi-Output Machine Learning for Prediction of Postoperative Outcomes After Cardiac Surgery Using Patient Blood Management Biomarkers.

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Title: Multi-Output Machine Learning for Prediction of Postoperative Outcomes After Cardiac Surgery Using Patient Blood Management Biomarkers.
Authors: Coelho, Henrique1,2,3 (AUTHOR) s-hmpcoelho@ucp.pt, Paupério, Diana2,4 (AUTHOR), Silva, Fernando3,5 (AUTHOR), Barbosa, Maria Inês1,4 (AUTHOR), Ribeiro, Pedro1,5 (AUTHOR), Correia, Marta1 (AUTHOR), Rodrigues, Pedro Miguel1,2 (AUTHOR)
Source: Journal of Clinical Medicine. Jun2026, Vol. 15 Issue 11, p4221. 19p.
Database: Academic Search Ultimate
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PubType: Academic Journal
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  Data: Multi-Output Machine Learning for Prediction of Postoperative Outcomes After Cardiac Surgery Using Patient Blood Management Biomarkers.
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  Data: <searchLink fieldCode="AR" term="%22Coelho%2C+Henrique%22">Coelho, Henrique</searchLink><relatesTo>1,2,3</relatesTo> (AUTHOR)<i> s-hmpcoelho@ucp.pt</i><br /><searchLink fieldCode="AR" term="%22Paupério%2C+Diana%22">Paupério, Diana</searchLink><relatesTo>2,4</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Silva%2C+Fernando%22">Silva, Fernando</searchLink><relatesTo>3,5</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Barbosa%2C+Maria+Inês%22">Barbosa, Maria Inês</searchLink><relatesTo>1,4</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Ribeiro%2C+Pedro%22">Ribeiro, Pedro</searchLink><relatesTo>1,5</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Correia%2C+Marta%22">Correia, Marta</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Rodrigues%2C+Pedro+Miguel%22">Rodrigues, Pedro Miguel</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)
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  Data: <searchLink fieldCode="JN" term="%22Journal+of+Clinical+Medicine%22">Journal of Clinical Medicine</searchLink>. Jun2026, Vol. 15 Issue 11, p4221. 19p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=194584560
RecordInfo BibRecord:
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        Value: 10.3390/jcm15114221
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        Text: English
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        PageCount: 19
        StartPage: 4221
    Titles:
      – TitleFull: Multi-Output Machine Learning for Prediction of Postoperative Outcomes After Cardiac Surgery Using Patient Blood Management Biomarkers.
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            NameFull: Coelho, Henrique
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            NameFull: Paupério, Diana
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            – D: 01
              M: 06
              Text: Jun2026
              Type: published
              Y: 2026
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            – TitleFull: Journal of Clinical Medicine
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