An ensemble machine learning-based risk stratification tool for 30-day mortality prediction in critically ill cardiovascular patients.

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Title: An ensemble machine learning-based risk stratification tool for 30-day mortality prediction in critically ill cardiovascular patients.
Authors: Lei, Mingxing1,2,3 (AUTHOR) leimingxing2@sina.com, Liu, Xiao4 (AUTHOR), Cheng, Longcan5 (AUTHOR), Li, Yan6 (AUTHOR), Tang, Nan1,7 (AUTHOR), Song, Jie1 (AUTHOR), Song, Mi1 (AUTHOR), Su, Qingqing1 (AUTHOR), Liu, Mingxuan1 (AUTHOR), Fu, Shihui8,9 (AUTHOR) xiaoxiao0915@126.com, Sun, Baisheng10 (AUTHOR), Gao, Yuan1,3 (AUTHOR) gaoyuanzd@163.com
Source: Cardiovascular Diabetology. 9/30/2025, Vol. 24 Issue 1, p1-19. 19p.
Database: Academic Search Ultimate
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  Data: <searchLink fieldCode="AR" term="%22Lei%2C+Mingxing%22">Lei, Mingxing</searchLink><relatesTo>1,2,3</relatesTo> (AUTHOR)<i> leimingxing2@sina.com</i><br /><searchLink fieldCode="AR" term="%22Liu%2C+Xiao%22">Liu, Xiao</searchLink><relatesTo>4</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Cheng%2C+Longcan%22">Cheng, Longcan</searchLink><relatesTo>5</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Li%2C+Yan%22">Li, Yan</searchLink><relatesTo>6</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Tang%2C+Nan%22">Tang, Nan</searchLink><relatesTo>1,7</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Song%2C+Jie%22">Song, Jie</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Song%2C+Mi%22">Song, Mi</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Su%2C+Qingqing%22">Su, Qingqing</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Liu%2C+Mingxuan%22">Liu, Mingxuan</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Fu%2C+Shihui%22">Fu, Shihui</searchLink><relatesTo>8,9</relatesTo> (AUTHOR)<i> xiaoxiao0915@126.com</i><br /><searchLink fieldCode="AR" term="%22Sun%2C+Baisheng%22">Sun, Baisheng</searchLink><relatesTo>10</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Gao%2C+Yuan%22">Gao, Yuan</searchLink><relatesTo>1,3</relatesTo> (AUTHOR)<i> gaoyuanzd@163.com</i>
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  Data: <searchLink fieldCode="JN" term="%22Cardiovascular+Diabetology%22">Cardiovascular Diabetology</searchLink>. 9/30/2025, Vol. 24 Issue 1, p1-19. 19p.
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        Value: 10.1186/s12933-025-02911-5
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              Text: 9/30/2025
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