A comparative study of explainable ensemble learning and logistic regression for predicting in-hospital mortality in the emergency department.

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Title: A comparative study of explainable ensemble learning and logistic regression for predicting in-hospital mortality in the emergency department.
Authors: Rahmatinejad, Zahra1 (AUTHOR), Dehghani, Toktam1,2 (AUTHOR), Hoseini, Benyamin3 (AUTHOR), Rahmatinejad, Fatemeh1 (AUTHOR), Lotfata, Aynaz4 (AUTHOR), Reihani, Hamidreza5 (AUTHOR) reihanihr@mums.ac.ir, Eslami, Saeid1,3,6 (AUTHOR) eslamis@mums.ac.ir
Source: Scientific Reports. 2/9/2024, Vol. 14 Issue 1, p1-17. 17p.
Database: Academic Search Ultimate
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  Data: A comparative study of explainable ensemble learning and logistic regression for predicting in-hospital mortality in the emergency department.
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  Data: <searchLink fieldCode="AR" term="%22Rahmatinejad%2C+Zahra%22">Rahmatinejad, Zahra</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Dehghani%2C+Toktam%22">Dehghani, Toktam</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Hoseini%2C+Benyamin%22">Hoseini, Benyamin</searchLink><relatesTo>3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Rahmatinejad%2C+Fatemeh%22">Rahmatinejad, Fatemeh</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Lotfata%2C+Aynaz%22">Lotfata, Aynaz</searchLink><relatesTo>4</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Reihani%2C+Hamidreza%22">Reihani, Hamidreza</searchLink><relatesTo>5</relatesTo> (AUTHOR)<i> reihanihr@mums.ac.ir</i><br /><searchLink fieldCode="AR" term="%22Eslami%2C+Saeid%22">Eslami, Saeid</searchLink><relatesTo>1,3,6</relatesTo> (AUTHOR)<i> eslamis@mums.ac.ir</i>
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  Data: <searchLink fieldCode="JN" term="%22Scientific+Reports%22">Scientific Reports</searchLink>. 2/9/2024, Vol. 14 Issue 1, p1-17. 17p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=175831932
RecordInfo BibRecord:
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    Identifiers:
      – Type: doi
        Value: 10.1038/s41598-024-54038-4
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      – Code: eng
        Text: English
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        PageCount: 17
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      – TitleFull: A comparative study of explainable ensemble learning and logistic regression for predicting in-hospital mortality in the emergency department.
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            NameFull: Rahmatinejad, Zahra
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            NameFull: Dehghani, Toktam
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            NameFull: Hoseini, Benyamin
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            NameFull: Rahmatinejad, Fatemeh
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            NameFull: Lotfata, Aynaz
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            NameFull: Reihani, Hamidreza
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            NameFull: Eslami, Saeid
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            – D: 09
              M: 02
              Text: 2/9/2024
              Type: published
              Y: 2024
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              Value: 14
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            – TitleFull: Scientific Reports
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