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Machine learning for the prediction of blood transfusion risk during or after mitral valve surgery: a multicenter retrospective cohort study.

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Title: Machine learning for the prediction of blood transfusion risk during or after mitral valve surgery: a multicenter retrospective cohort study.
Authors: Wang, Yuhan1 (AUTHOR), Liu, Leping2 (AUTHOR), Fan, Kexin3 (AUTHOR), Wang, Yongjun4 (AUTHOR), Zhang, Jiyan5 (AUTHOR), Ma, Xianjun6 (AUTHOR), Huang, Yuanshuai7 (AUTHOR), Wang, Xinhua8 (AUTHOR), Chen, Bingyu9 (AUTHOR), Zhang, Jinsong10 (AUTHOR) 1445098592@qq.com, Gui, Rong1 (AUTHOR) guirong@csu.edu.cn
Source: Scientific Reports. 9/5/2025, Vol. 15 Issue 1, p1-11. 11p.
Database: Academic Search Ultimate
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  Data: Machine learning for the prediction of blood transfusion risk during or after mitral valve surgery: a multicenter retrospective cohort study.
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  Data: <searchLink fieldCode="AR" term="%22Wang%2C+Yuhan%22">Wang, Yuhan</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Liu%2C+Leping%22">Liu, Leping</searchLink><relatesTo>2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Fan%2C+Kexin%22">Fan, Kexin</searchLink><relatesTo>3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Wang%2C+Yongjun%22">Wang, Yongjun</searchLink><relatesTo>4</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Zhang%2C+Jiyan%22">Zhang, Jiyan</searchLink><relatesTo>5</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Ma%2C+Xianjun%22">Ma, Xianjun</searchLink><relatesTo>6</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Huang%2C+Yuanshuai%22">Huang, Yuanshuai</searchLink><relatesTo>7</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Wang%2C+Xinhua%22">Wang, Xinhua</searchLink><relatesTo>8</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Chen%2C+Bingyu%22">Chen, Bingyu</searchLink><relatesTo>9</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Zhang%2C+Jinsong%22">Zhang, Jinsong</searchLink><relatesTo>10</relatesTo> (AUTHOR)<i> 1445098592@qq.com</i><br /><searchLink fieldCode="AR" term="%22Gui%2C+Rong%22">Gui, Rong</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> guirong@csu.edu.cn</i>
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  Data: <searchLink fieldCode="JN" term="%22Scientific+Reports%22">Scientific Reports</searchLink>. 9/5/2025, Vol. 15 Issue 1, p1-11. 11p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=187782392
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        Value: 10.1038/s41598-025-16924-3
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              Text: 9/5/2025
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