Optimizing home visits through machine learning for preventing peritoneal dialysis-associated peritonitis: a proof of concept study and results from PDOPPS.

Autor: Sapsitthikul T; Division of Nephrology, Department of Medicine, Faculty of Medicine, Chulalongkorn University and King Chulalongkorn Memorial Hospital, Bangkok, Thailand., Pongpirul K; Center of Excellence in Preventive and Integrative Medicine and Department of Preventive and Social Medicine, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand.; Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA.; Department of Infection Biology & Microbiomes, Faculty of Health and Life Sciences, University of Liverpool, Liverpool, UK., Kanjanabuch T; Division of Nephrology, Department of Medicine, Faculty of Medicine, Chulalongkorn University and King Chulalongkorn Memorial Hospital, Bangkok, Thailand.; Center of Excellence in Kidney Metabolic Disorders, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand.; Peritoneal Dialysis Excellent Center, King Chulalongkorn Memorial Hospital, Bangkok, Thailand., Chuengsaman P; Banphaeo-Charoenkrung Peritoneal Dialysis Center, Banphaeo Dialysis Group, Banphaeo Hospital, Bangkok, Thailand., Punyabukkana P; Department of Computer Engineering, Faculty of Engineering, Chulalongkorn University, Bangkok, Thailand., Pratanwanich PN; Department of Mathematics and Computer Science, Faculty of Science, Chulalongkorn University, Bangkok, Thailand.; Chula Intelligent and Complex Systems Research Unit, Chulalongkorn University, Bangkok, Thailand., Sawetpiyakul P; International School of Engineering, Faculty of Engineering, Chulalongkorn University, Bangkok, Thailand., Wannigama DL; Department of Infectious Diseases and Infection Control, Yamagata Prefectural Central Hospital, Yamagata, Japan.; Department of Microbiology, Faculty of Medicine, Chulalongkorn University, King Chulalongkorn Memorial Hospital, Thai Red Cross Society, Bangkok, Thailand.; Center of Excellence in Antimicrobial Resistance and Stewardship, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand.; School of Medicine, Faculty of Health and Medical Sciences, The University of Western Australia, Nedlands, Western Australia, Australia.; Biofilms and Antimicrobial Resistance Consortium of ODA Receiving Countries, The University of Sheffield, Sheffield, UK.; Pathogen Hunter's Research Collaborative Team, Department of Infectious Diseases and Infection Control, Yamagata Prefectural Central Hospital, Yamagata, Japan., Susantitaphong P; Division of Nephrology, Department of Medicine, Faculty of Medicine, Chulalongkorn University and King Chulalongkorn Memorial Hospital, Bangkok, Thailand.; Center of Excellence for Metabolic Bone Disease in CKD Patients, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand., Townamchai N; Division of Nephrology, Department of Medicine, Faculty of Medicine, Chulalongkorn University and King Chulalongkorn Memorial Hospital, Bangkok, Thailand., Avihingsanon Y; Division of Nephrology, Department of Medicine, Faculty of Medicine, Chulalongkorn University and King Chulalongkorn Memorial Hospital, Bangkok, Thailand., Perl J; St. Michael's Hospital, Toronto, ON, Canada., Johnson DW; Department of Kidney and Transplant Services, Princess Alexandra Hospital, Woolloongabba, Brisbane, Queensland, Australia.; Australasian Kidney Trials Network, University of Queensland, Brisbane, Australia.; Translational Research Institute, Brisbane, Australia., Pecoits-Filho R; Arbor Research Collaborative for Health, Ann Arbor, MI, USA., Eiam-Ong S; Division of Nephrology, Department of Medicine, Faculty of Medicine, Chulalongkorn University and King Chulalongkorn Memorial Hospital, Bangkok, Thailand., Tungsanga K; Division of Nephrology, Department of Medicine, Faculty of Medicine, Chulalongkorn University and King Chulalongkorn Memorial Hospital, Bangkok, Thailand., Sriratanaban J; Center of Excellence in Preventive and Integrative Medicine and Department of Preventive and Social Medicine, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand.

Publikováno v: Clinical kidney journal [Clin Kidney J] 2024 Apr 30; Vol. 17 (6), pp. sfae136. Date of Electronic Publication: 2024 Apr 30 (Print Publication: 2024).