Optimizing home visits through machine learning for preventing peritoneal dialysis-associated peritonitis: a proof of concept study and results from PDOPPS
1 Division of Nephrology, Department of Medicine, Faculty of Medicine, Chulalongkorn University and King Chulalongkorn Memorial Hospital, Bangkok, Thailand.
2 Center of Excellence in Preventive and Integrative Medicine and Department of Preventive and Social Medicine, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand.
3 Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA.
4 Department of Infection Biology & Microbiomes, Faculty of Health and Life Sciences, University of Liverpool, Liverpool, UK.
5 Center of Excellence in Kidney Metabolic Disorders, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand.
6 Peritoneal Dialysis Excellent Center, King Chulalongkorn Memorial Hospital, Bangkok, Thailand.
8 Department of Computer Engineering, Faculty of Engineering, Chulalongkorn University, Bangkok, Thailand.
9 Department of Mathematics and Computer Science, Faculty of Science, Chulalongkorn University, Bangkok, Thailand.
10 Chula Intelligent and Complex Systems Research Unit, Chulalongkorn University, Bangkok, Thailand.
11 International School of Engineering, Faculty of Engineering, Chulalongkorn University, Bangkok, Thailand.
12 Department of Infectious Diseases and Infection Control, Yamagata Prefectural Central Hospital, Yamagata, Japan.
13 Department of Microbiology, Faculty of Medicine, Chulalongkorn University, King Chulalongkorn Memorial Hospital, Thai Red Cross Society, Bangkok, Thailand.
14 Center of Excellence in Antimicrobial Resistance and Stewardship, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand.
15 School of Medicine, Faculty of Health and Medical Sciences, The University of Western Australia, Nedlands, Western Australia, Australia.
16 Biofilms and Antimicrobial Resistance Consortium of ODA Receiving Countries, The University of Sheffield, Sheffield, UK.
17 Pathogen Hunter's Research Collaborative Team, Department of Infectious Diseases and Infection Control, Yamagata Prefectural Central Hospital, Yamagata, Japan.
18 Center of Excellence for Metabolic Bone Disease in CKD Patients, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand.
19 St. Michael's Hospital, Toronto, ON, Canada.
20 Department of Kidney and Transplant Services, Princess Alexandra Hospital, Woolloongabba, Brisbane, Queensland, Australia.
21 Australasian Kidney Trials Network, University of Queensland, Brisbane, Australia.
22 Translational Research Institute, Brisbane, Australia.
23 Arbor Research Collaborative for Health, Ann Arbor, MI, USA.