Predicting 1-year successful clinical use of an arteriovenous access for hemodialysis using machine learning
Year: 2025
Type: article
Language: en
Topic: Central Venous Catheters and Hemodialysis
Authors and affiliations:
raw_author_name: Ben Li
raw_affiliation_strings: Department of Surgery, University of Toronto, Toronto, ON, Canada
Division of Vascular Surgery, St. Michael's Hospital, Unity Health Toronto, Toronto, ON, Canada
Institute of Medical Science, University of Toronto, Toronto, ON, Canada
Temerty Centre for Artificial Intelligence Research and Education in Medicine (T-CAIREM), University of Toronto, Toronto, ON, Canada
raw_author_name: Naomi Eisenberg
raw_affiliation_strings: Division of Vascular Surgery, Peter Munk Cardiac Centre, University Health Network, Toronto, ON, Canada
raw_author_name: Derek Beaton
raw_affiliation_strings: Data Science & Advanced Analytics, Unity Health Toronto, University of Toronto, Toronto, ON, Canada
raw_author_name: Douglas S. Lee
raw_affiliation_strings: Division of Cardiology, Peter Munk Cardiac Centre, University Health Network, Toronto, ON, Canada
ICES, University of Toronto, Toronto, ON, Canada
Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada
raw_author_name: Leen Al-Omran
raw_affiliation_strings: School of Medicine, Alfaisal University, Riyadh, Saudi Arabia
raw_author_name: Duminda N. Wijeysundera
raw_affiliation_strings: Department of Anesthesia, St. Michael's Hospital, Unity Health Toronto, Toronto, ON, Canada
ICES, University of Toronto, Toronto, ON, Canada
Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada
Li Ka Shing Knowledge Institute, St. Michael's Hospital, Unity Health Toronto, Toronto, ON, Canada
raw_author_name: Mohamad A. Hussain
raw_affiliation_strings: Division of Vascular and Endovascular Surgery and the Center for Surgery and Public Health, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
raw_author_name: Ori D. Rotstein
raw_affiliation_strings: Department of Surgery, University of Toronto, Toronto, ON, Canada
Division of General Surgery, St. Michael's Hospital, Unity Health Toronto, Toronto, ON, Canada
Institute of Medical Science, University of Toronto, Toronto, ON, Canada
Li Ka Shing Knowledge Institute, St. Michael's Hospital, Unity Health Toronto, Toronto, ON, Canada
raw_author_name: Elisa Greco
raw_affiliation_strings: Department of Surgery, University of Toronto, Toronto, ON, Canada
Division of Vascular Surgery, St. Michael's Hospital, Unity Health Toronto, Toronto, ON, Canada
raw_author_name: Charles de Mestral
raw_affiliation_strings: Department of Surgery, University of Toronto, Toronto, ON, Canada
Division of Vascular Surgery, St. Michael's Hospital, Unity Health Toronto, Toronto, ON, Canada
ICES, University of Toronto, Toronto, ON, Canada
Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada
Li Ka Shing Knowledge Institute, St. Michael's Hospital, Unity Health Toronto, Toronto, ON, Canada
raw_author_name: Muhammad Mamdani
raw_affiliation_strings: Data Science & Advanced Analytics, Unity Health Toronto, University of Toronto, Toronto, ON, Canada
ICES, University of Toronto, Toronto, ON, Canada
Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada
Institute of Medical Science, University of Toronto, Toronto, ON, Canada
Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON, Canada
Li Ka Shing Knowledge Institute, St. Michael's Hospital, Unity Health Toronto, Toronto, ON, Canada
Temerty Centre for Artificial Intelligence Research and Education in Medicine (T-CAIREM), University of Toronto, Toronto, ON, Canada
raw_author_name: Graham Roche-Nagle
raw_affiliation_strings: Department of Surgery, University of Toronto, Toronto, ON, Canada
Division of Vascular Surgery, Peter Munk Cardiac Centre, University Health Network, Toronto, ON, Canada
Division of Vascular and Interventional Radiology, University Health Network, Toronto, ON, Canada
raw_author_name: Mohammed Al-Omran
raw_affiliation_strings: Department of Surgery, King Faisal Specialist Hospital and Research Center, Riyadh, Saudi Arabia. mohammed.al-omran@unityhealth.to
Department of Surgery, University of Toronto, Toronto, ON, Canada. mohammed.al-omran@unityhealth.to
Division of Vascular Surgery, St. Michael's Hospital, Unity Health Toronto, Toronto, ON, Canada. mohammed.al-omran@unityhealth.to
Institute of Medical Science, University of Toronto, Toronto, ON, Canada. mohammed.al-omran@unityhealth.to
Li Ka Shing Knowledge Institute, St. Michael's Hospital, Unity Health Toronto, Toronto, ON, Canada. mohammed.al-omran@unityhealth.to
Temerty Centre for Artificial Intelligence Research and Education in Medicine (T-CAIREM), University of Toronto, Toronto, ON, Canada. mohammed.al-omran@unityhealth.to
Department of Surgery, King Faisal Specialist Hospital and Research Center, Riyadh, Saudi Arabia