Predicting carotid atherosclerosis in latent autoimmune diabetes in adult patients using machine learning models: a retrospective study.

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Title: Predicting carotid atherosclerosis in latent autoimmune diabetes in adult patients using machine learning models: a retrospective study.
Authors: Chen X; Third Hospital of Shanxi Medical University, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Taiyuan, 030032, China.; The Key Laboratory of Endocrine and Metabolic Diseases of Shanxi Province, Shanxi Bethune Hospital, Taiyuan, 030032, China.; Department of Endocrinology, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Taiyuan, China, 030032., Li Z; Third Hospital of Shanxi Medical University, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Taiyuan, 030032, China.; The Key Laboratory of Endocrine and Metabolic Diseases of Shanxi Province, Shanxi Bethune Hospital, Taiyuan, 030032, China., Fan X; Third Hospital of Shanxi Medical University, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Taiyuan, 030032, China.; The Key Laboratory of Endocrine and Metabolic Diseases of Shanxi Province, Shanxi Bethune Hospital, Taiyuan, 030032, China., Yan Y; Third Hospital of Shanxi Medical University, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Taiyuan, 030032, China.; The Key Laboratory of Endocrine and Metabolic Diseases of Shanxi Province, Shanxi Bethune Hospital, Taiyuan, 030032, China., Liu S; Third Hospital of Shanxi Medical University, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Taiyuan, 030032, China. liushiwei@sxbqeh.com.cn.; The Key Laboratory of Endocrine and Metabolic Diseases of Shanxi Province, Shanxi Bethune Hospital, Taiyuan, 030032, China. liushiwei@sxbqeh.com.cn.; Department of Endocrinology, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Taiyuan, China, 030032. liushiwei@sxbqeh.com.cn.
Source: BMC cardiovascular disorders [BMC Cardiovasc Disord] 2025 Jul 03; Vol. 25 (1), pp. 448. Date of Electronic Publication: 2025 Jul 03.
Publication Type: Journal Article; Research Support, Non-U.S. Gov't
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 100968539 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2261 (Electronic) Linking ISSN: 14712261 NLM ISO Abbreviation: BMC Cardiovasc Disord Subsets: MEDLINE
Database: MEDLINE Ultimate
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ISSN:1471-2261
DOI:10.1186/s12872-025-04786-6