Use of machine learning models to predict mortality in dialysis patients.
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| Title: | Use of machine learning models to predict mortality in dialysis patients. |
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| Authors: | Huang J; Guangdong Provincial Key Laboratory of Autophagy and Major Chronic Non-communicable Diseases, Key Laboratory of Prevention and Management of Chronic Kidney Disease of Zhanjiang City, Department of Nephrology, National Clinical Key Specialty Construction Program (2023), Institute of Nephrology, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China., Chen L; Guangdong Provincial Key Laboratory of Autophagy and Major Chronic Non-communicable Diseases, Key Laboratory of Prevention and Management of Chronic Kidney Disease of Zhanjiang City, Department of Nephrology, National Clinical Key Specialty Construction Program (2023), Institute of Nephrology, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China., Luo H; Guangdong Provincial Key Laboratory of Autophagy and Major Chronic Non-communicable Diseases, Key Laboratory of Prevention and Management of Chronic Kidney Disease of Zhanjiang City, Department of Nephrology, National Clinical Key Specialty Construction Program (2023), Institute of Nephrology, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China., Song J; AI Agent Lab, Vokram Group, London, United Kingdom., Bi Z; Purdue University, West Lafayette, IN, United States., Chen K; AI Agent Lab, Vokram Group, London, United Kingdom., Chia XL; AI Agent Lab, Vokram Group, London, United Kingdom., Liu M; AI Agent Lab, Vokram Group, London, United Kingdom., Wang T; AI Agent Lab, Vokram Group, London, United Kingdom., Peng B; AppCubic, Atlanta, GA, United States., Wei Z; Guangdong Provincial Key Laboratory of Autophagy and Major Chronic Non-communicable Diseases, Key Laboratory of Prevention and Management of Chronic Kidney Disease of Zhanjiang City, Department of Nephrology, National Clinical Key Specialty Construction Program (2023), Institute of Nephrology, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China., Huang Z; Guangdong Provincial Key Laboratory of Autophagy and Major Chronic Non-communicable Diseases, Key Laboratory of Prevention and Management of Chronic Kidney Disease of Zhanjiang City, Department of Nephrology, National Clinical Key Specialty Construction Program (2023), Institute of Nephrology, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China., Li Z; Guangdong Provincial Key Laboratory of Autophagy and Major Chronic Non-communicable Diseases, Key Laboratory of Prevention and Management of Chronic Kidney Disease of Zhanjiang City, Department of Nephrology, National Clinical Key Specialty Construction Program (2023), Institute of Nephrology, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China., Liu X; Guangdong Provincial Key Laboratory of Autophagy and Major Chronic Non-communicable Diseases, Key Laboratory of Prevention and Management of Chronic Kidney Disease of Zhanjiang City, Department of Nephrology, National Clinical Key Specialty Construction Program (2023), Institute of Nephrology, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China., Zhou H; Guangdong Provincial Key Laboratory of Autophagy and Major Chronic Non-communicable Diseases, Key Laboratory of Prevention and Management of Chronic Kidney Disease of Zhanjiang City, Department of Nephrology, National Clinical Key Specialty Construction Program (2023), Institute of Nephrology, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China., Zhang W; Guangdong Provincial Key Laboratory of Autophagy and Major Chronic Non-communicable Diseases, Key Laboratory of Prevention and Management of Chronic Kidney Disease of Zhanjiang City, Department of Nephrology, National Clinical Key Specialty Construction Program (2023), Institute of Nephrology, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China., Wen W; Guangdong Provincial Key Laboratory of Autophagy and Major Chronic Non-communicable Diseases, Key Laboratory of Prevention and Management of Chronic Kidney Disease of Zhanjiang City, Department of Nephrology, National Clinical Key Specialty Construction Program (2023), Institute of Nephrology, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China., Luo M; Guangdong Provincial Key Laboratory of Autophagy and Major Chronic Non-communicable Diseases, Key Laboratory of Prevention and Management of Chronic Kidney Disease of Zhanjiang City, Department of Nephrology, National Clinical Key Specialty Construction Program (2023), Institute of Nephrology, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China., Wang S; Guangdong Provincial Key Laboratory of Autophagy and Major Chronic Non-communicable Diseases, Key Laboratory of Prevention and Management of Chronic Kidney Disease of Zhanjiang City, Department of Nephrology, National Clinical Key Specialty Construction Program (2023), Institute of Nephrology, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China., Liu H; Guangdong Provincial Key Laboratory of Autophagy and Major Chronic Non-communicable Diseases, Key Laboratory of Prevention and Management of Chronic Kidney Disease of Zhanjiang City, Department of Nephrology, National Clinical Key Specialty Construction Program (2023), Institute of Nephrology, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China., Tian C; Department of Otorhinolaryngology, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China., Guan J; Masonic Cancer Center, University of Minnesota, Minneapolis, MN, United States., Yeong J; Division of Pathology, Singapore General Hospital, Singapore, Singapore., Xu Y; Guangdong Provincial Key Laboratory of Autophagy and Major Chronic Non-communicable Diseases, Key Laboratory of Prevention and Management of Chronic Kidney Disease of Zhanjiang City, Department of Nephrology, National Clinical Key Specialty Construction Program (2023), Institute of Nephrology, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China., Wang P; Guangdong Provincial Key Laboratory of Autophagy and Major Chronic Non-communicable Diseases, Key Laboratory of Prevention and Management of Chronic Kidney Disease of Zhanjiang City, Department of Nephrology, National Clinical Key Specialty Construction Program (2023), Institute of Nephrology, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China., Hao J; Guangdong Provincial Key Laboratory of Autophagy and Major Chronic Non-communicable Diseases, Key Laboratory of Prevention and Management of Chronic Kidney Disease of Zhanjiang City, Department of Nephrology, National Clinical Key Specialty Construction Program (2023), Institute of Nephrology, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China. |
| Source: | Frontiers in public health [Front Public Health] 2025 Dec 05; Vol. 13, pp. 1683285. Date of Electronic Publication: 2025 Dec 05 (Print Publication: 2025). |
| 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 |
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| DOI: | 10.3389/fpubh.2025.1683285 |
