Low atherogenic index of plasma is associated with spontaneous hemorrhagic transformation in acute ischemic stroke patients: a retrospective cohort study and predictive modeling based on machine learning.

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Title: Low atherogenic index of plasma is associated with spontaneous hemorrhagic transformation in acute ischemic stroke patients: a retrospective cohort study and predictive modeling based on machine learning.
Authors: Xuan K; Department of Critical Care Medicine, The Affiliated Hospital of Qingdao University, Qingdao, China., Guo Y; Department of Neurology, The Affiliated Hospital of Qingdao University, Qingdao, China., Li P; Department of IT Management, The Affiliated Hospital of Qingdao University, Qingdao, China., Liu L; Department of Critical Care Medicine, The Affiliated Hospital of Qingdao University, Qingdao, China., Meng D; Department of Neurology, The Affiliated Hospital of Qingdao University, Qingdao, China., Wei Z; Department of Critical Care Medicine, The Affiliated Hospital of Qingdao University, Qingdao, China., Xiao Q; Department of Critical Care Medicine, The Affiliated Hospital of Qingdao University, Qingdao, China. xiaoqiqy@163.com., Hou R; Department of Neurology, The Affiliated Hiser Hospital of Qingdao University, Qingdao, China. hrysdzc@qdu.edu.cn., Zhu X; Department of Critical Care Medicine, The Affiliated Hospital of Qingdao University, Qingdao, China. zxysdjm@qdu.edu.cn.
Source: Lipids in health and disease [Lipids Health Dis] 2026 Mar 14; Vol. 25 (1). Date of Electronic Publication: 2026 Mar 14.
Publication Type: Journal Article
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 101147696 Publication Model: Electronic Cited Medium: Internet ISSN: 1476-511X (Electronic) Linking ISSN: 1476511X NLM ISO Abbreviation: Lipids Health Dis Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Low atherogenic index of plasma is associated with spontaneous hemorrhagic transformation in acute ischemic stroke patients: a retrospective cohort study and predictive modeling based on machine learning.
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  Data: <searchLink fieldCode="AU" term="%22Xuan+K%22">Xuan K</searchLink>; Department of Critical Care Medicine, The Affiliated Hospital of Qingdao University, Qingdao, China.<br /><searchLink fieldCode="AU" term="%22Guo+Y%22">Guo Y</searchLink>; Department of Neurology, The Affiliated Hospital of Qingdao University, Qingdao, China.<br /><searchLink fieldCode="AU" term="%22Li+P%22">Li P</searchLink>; Department of IT Management, The Affiliated Hospital of Qingdao University, Qingdao, China.<br /><searchLink fieldCode="AU" term="%22Liu+L%22">Liu L</searchLink>; Department of Critical Care Medicine, The Affiliated Hospital of Qingdao University, Qingdao, China.<br /><searchLink fieldCode="AU" term="%22Meng+D%22">Meng D</searchLink>; Department of Neurology, The Affiliated Hospital of Qingdao University, Qingdao, China.<br /><searchLink fieldCode="AU" term="%22Wei+Z%22">Wei Z</searchLink>; Department of Critical Care Medicine, The Affiliated Hospital of Qingdao University, Qingdao, China.<br /><searchLink fieldCode="AU" term="%22Xiao+Q%22">Xiao Q</searchLink>; Department of Critical Care Medicine, The Affiliated Hospital of Qingdao University, Qingdao, China. xiaoqiqy@163.com.<br /><searchLink fieldCode="AU" term="%22Hou+R%22">Hou R</searchLink>; Department of Neurology, The Affiliated Hiser Hospital of Qingdao University, Qingdao, China. hrysdzc@qdu.edu.cn.<br /><searchLink fieldCode="AU" term="%22Zhu+X%22">Zhu X</searchLink>; Department of Critical Care Medicine, The Affiliated Hospital of Qingdao University, Qingdao, China. zxysdjm@qdu.edu.cn.
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  Data: <searchLink fieldCode="JN" term="%22101147696%22">Lipids in health and disease</searchLink> [Lipids Health Dis] 2026 Mar 14; Vol. 25 (1). <i>Date of Electronic Publication: </i>2026 Mar 14.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22BioMed+Central%22">BioMed Central </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101147696 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1476-511X (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%221476511X%22">1476511X </searchLink><i>NLM ISO Abbreviation: </i>Lipids Health Dis <i>Subsets: </i>MEDLINE
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      – Type: doi
        Value: 10.1186/s12944-026-02924-3
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      – Code: eng
        Text: English
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      – TitleFull: Low atherogenic index of plasma is associated with spontaneous hemorrhagic transformation in acute ischemic stroke patients: a retrospective cohort study and predictive modeling based on machine learning.
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            NameFull: Xuan K
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            NameFull: Guo Y
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            – D: 14
              M: 03
              Text: 2026 Mar 14
              Type: published
              Y: 2026
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