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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.
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
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  Data: <searchLink fieldCode="AU" term="%22Huang+J%22">Huang J</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Chen+L%22">Chen L</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Luo+H%22">Luo H</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Song+J%22">Song J</searchLink>; AI Agent Lab, Vokram Group, London, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Bi+Z%22">Bi Z</searchLink>; Purdue University, West Lafayette, IN, United States.<br /><searchLink fieldCode="AU" term="%22Chen+K%22">Chen K</searchLink>; AI Agent Lab, Vokram Group, London, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Chia+XL%22">Chia XL</searchLink>; AI Agent Lab, Vokram Group, London, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Liu+M%22">Liu M</searchLink>; AI Agent Lab, Vokram Group, London, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Wang+T%22">Wang T</searchLink>; AI Agent Lab, Vokram Group, London, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Peng+B%22">Peng B</searchLink>; AppCubic, Atlanta, GA, United States.<br /><searchLink fieldCode="AU" term="%22Wei+Z%22">Wei Z</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Huang+Z%22">Huang Z</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Li+Z%22">Li Z</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Liu+X%22">Liu X</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Zhou+H%22">Zhou H</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Zhang+W%22">Zhang W</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Wen+W%22">Wen W</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Luo+M%22">Luo M</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Wang+S%22">Wang S</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Liu+H%22">Liu H</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Tian+C%22">Tian C</searchLink>; Department of Otorhinolaryngology, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China.<br /><searchLink fieldCode="AU" term="%22Guan+J%22">Guan J</searchLink>; Masonic Cancer Center, University of Minnesota, Minneapolis, MN, United States.<br /><searchLink fieldCode="AU" term="%22Yeong+J%22">Yeong J</searchLink>; Division of Pathology, Singapore General Hospital, Singapore, Singapore.<br /><searchLink fieldCode="AU" term="%22Xu+Y%22">Xu Y</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Wang+P%22">Wang P</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Hao+J%22">Hao J</searchLink>; 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.
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  Data: <searchLink fieldCode="JN" term="%22101616579%22">Frontiers in public health</searchLink> [Front Public Health] 2025 Dec 05; Vol. 13, pp. 1683285. <i>Date of Electronic Publication: </i>2025 Dec 05 (<i>Print Publication: </i>2025).
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Frontiers+Editorial+Office%22">Frontiers Editorial Office </searchLink><i>Country of Publication: </i>Switzerland <i>NLM ID: </i>101616579 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Internet <i>ISSN: </i>2296-2565 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2222962565%22">22962565 </searchLink><i>NLM ISO Abbreviation: </i>Front Public Health <i>Subsets: </i>MEDLINE
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