MLP-CKD: a clinically informed deep learning framework for admission laboratory-based screening and risk stratification of uremia-associated advanced renal dysfunction.

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Title: MLP-CKD: a clinically informed deep learning framework for admission laboratory-based screening and risk stratification of uremia-associated advanced renal dysfunction.
Authors: Chen X; Department of Nephrology, Pujiang County People's Hospital, Jinhua, Zhejiang, China., Yang H; The First Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, China.; Department of Nephrology, Zhejiang University School of Medicine, Hangzhou, China., Huang Y; Department of Nephrology, Pujiang County People's Hospital, Jinhua, Zhejiang, China., Jin W; Department of Nephrology, Pujiang County People's Hospital, Jinhua, Zhejiang, China., Zhu X; Department of Nephrology, Pujiang County People's Hospital, Jinhua, Zhejiang, China., Zhao J; Department of Nephrology, Pujiang County People's Hospital, Jinhua, Zhejiang, China., Huang X; Department of Nephrology, Pujiang County People's Hospital, Jinhua, Zhejiang, China.
Source: Frontiers in public health [Front Public Health] 2026 Jun 09; Vol. 14, pp. 1858083. Date of Electronic Publication: 2026 Jun 09 (Print Publication: 2026).
Publication Type: Journal Article
Journal Info: Publisher: Frontiers Editorial Office Country of Publication: Switzerland NLM ID: 101616579 Publication Model: eCollection Cited Medium: Internet ISSN: 2296-2565 (Electronic) Linking ISSN: 22962565 NLM ISO Abbreviation: Front Public Health Subsets: MEDLINE
Database: MEDLINE Ultimate
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ISSN:2296-2565
DOI:10.3389/fpubh.2026.1858083