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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
Description
ISSN:1476-511X
DOI:10.1186/s12944-026-02924-3