Use of machine learning models to predict mortality in dialysis patients
Year: 2025
Type: article
Language: en
Topic: Machine Learning in Healthcare
Authors and affiliations:
raw_author_name: Junmin Huang
raw_affiliation_strings: 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
raw_author_name: Lu Chen
raw_affiliation_strings: 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
raw_author_name: Hongying Luo
raw_affiliation_strings: 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
raw_author_name: Junhao Song
raw_affiliation_strings: AI Agent Lab, Vokram Group, London, United Kingdom
raw_author_name: Ziqian Bi
raw_affiliation_strings: Purdue University, West Lafayette, IN, United States
raw_author_name: Keyu Chen
raw_affiliation_strings: AI Agent Lab, Vokram Group, London, United Kingdom
raw_author_name: Xin Liang Chia
raw_affiliation_strings: AI Agent Lab, Vokram Group, London, United Kingdom
raw_author_name: Ming Liu
raw_affiliation_strings: AI Agent Lab, Vokram Group, London, United Kingdom
raw_author_name: Tianyang Wang
raw_affiliation_strings: AI Agent Lab, Vokram Group, London, United Kingdom
raw_author_name: Benji Peng
raw_affiliation_strings: AppCubic, Atlanta, GA, United States
raw_author_name: Zihan Wei
raw_affiliation_strings: 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
raw_author_name: Zhiqing Huang
raw_affiliation_strings: 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
raw_author_name: Zhihang Li
raw_affiliation_strings: 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
raw_author_name: Xincheng Liu
raw_affiliation_strings: 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
raw_author_name: Hongjiu Zhou
raw_affiliation_strings: 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
raw_author_name: Weihuang Zhang
raw_affiliation_strings: 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
raw_author_name: Wen Wen
raw_affiliation_strings: 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
raw_author_name: Mianna Luo
raw_affiliation_strings: 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
raw_author_name: Shujun Wang
raw_affiliation_strings: 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
raw_author_name: Huafeng Liu
raw_affiliation_strings: 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
raw_author_name: Chunjie Tian
raw_affiliation_strings: Department of Otorhinolaryngology, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
raw_author_name: Jibin Guan
raw_affiliation_strings: Masonic Cancer Center, University of Minnesota, Minneapolis, MN, United States
raw_author_name: Joe Yeong
raw_affiliation_strings: Division of Pathology, Singapore General Hospital, Singapore, Singapore
raw_author_name: Yongzhi Xu
raw_affiliation_strings: 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
raw_author_name: Peng Wang
raw_affiliation_strings: 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
raw_author_name: Junfeng Hao
raw_affiliation_strings: 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