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.
Jazyk: angličtina
Zdroj: Clinical kidney journal [Clin Kidney J] 2024 Apr 30; Vol. 17 (6), pp. sfae136. Date of Electronic Publication: 2024 Apr 30 (Print Publication: 2024).
DOI: 10.1093/ckj/sfae136
Abstrakt: Competing Interests: D.J. has previously received consultancy fees, research grants, speaker's honoraria, and travel sponsorships from Baxter Healthcare and Fresenius Medical Care, consultancy fees from AstraZeneca and AWAK, and travel sponsorships from Amgen. He is supported by an Australian National Health and Medical Research Council Leadership Investigator Grant. J.P. has received speaking honoraria from Astra Zeneca, Baxter Healthcare, DaVita Healthcare Partners, Fresenius Medical Care, Dialysis Clinics Incorporated, Satellite Healthcare, and has served as a consultant for Baxter Healthcare, DaVita Healthcare Partners, Fresenius Medical Care, and LiberDi. T.K. has received consultancy fees from VISTERRA as a country investigator and current recipient of the National Research Council of Thailand and received speaking honoraria from Astra Zeneca and Baxter Healthcare. The remaining authors have declared no commercial or financial relationships that could be perceived as potential conflicts of interest associated with this article.
Databáze: MEDLINE
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