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Published on in Vol 10 (2026)

This is a member publication of University of Toronto

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/77818, first published .
Doctor using tablet with futuristic medical data interface

Digital Health Monitoring and Intervention Suite for Stress in Frontline Nurses: Prospective Cohort Trial

Digital Health Monitoring and Intervention Suite for Stress in Frontline Nurses: Prospective Cohort Trial

Alice Rueda   1 , PhD ;   Josh Martin   1 , HBsc ;   Karisa Parkington   1 , PhD ;   Argyrios Perivolaris   1 , MSc ;   Bazen Gashaw Teferra   1 , PhD ;   Gyu Hee Lee   1 , BSc ;   Vanessa K Tassone   1 , HBsc ;   Qiaowei Lin   1 , MSc ;   Martin Ivanov   2 , MASc ;   Benjamin Darnell   3, 4 , PhD ;   Lindsay Beavers   5, 6 , MScPT ;   Douglas M Campbell   5, 7, 8, 9 , MD ;   Andrei Torres   10 , PhD ;   Wendy Lou   11 , PhD ;   Anthony Nazarov   12, 13 , PhD ;   Andrea Ashbaugh   14 , PhD ;   Bill Kapralos   10 , PhD ;   Brett Litz   3, 4 , PhD ;   Rakesh Jetly   15 , MD ;   Adam Dubrowski   10 , PhD ;   Gillian Strudwick   16, 17, 18 , PhD ;   Sridhar Krishnan   2 , PhD, PEng ;   Venkat Bhat   1, 19 , MD, MSc

1 Intervention Psychiatry Program, St. Michael's Hospital, Unity Health Toronto, Toronto, Ontario, Canada

2 Department of Electrical, Computer, and Biomedical Engineering, Toronto Metropolitan University, Toronto, Ontario, Canada

3 Department of Psychiatry, Chobanian and Avedisian School of Medicine, Boston University, Boston, MA, United States

4 Massachusetts Veterans Epidemiology Research and Information Center, VA Boston Healthcare System, Boston, MA, United States

5 Allan Waters Family Simulation Program, Unity Health Toronto, Toronto, Ontario, Canada

6 Department of Physical Therapy, University of Toronto, Toronto, Ontario, Canada

7 Neonatal Intensive Care Unit, Unity Health Toronto, Toronto, Ontario, Canada

8 Li Ka Shing Knowledge Institute, St. Michael's Hospital, Unity Health Toronto, Toronto, Ontario, Canada

9 Department of Pediatrics, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada

10 maxSIMhealth, University of Ontario Institute of Technology, Oshawa, Ontario, Canada

11 Dalla Lana School of Public Health, University of Toronto, Toronto, Canada

12 Department of Psychiatry, Western University, London, Ontario, Canada

13 MacDonald Franklin OSI Research Centre, Lawson Research Institute, London, Ontario, Canada

14 School of Psychology, University of Ottawa, Ottawa, Ontario, Canada

15 Institute of Mental Health Research, University of Ottawa, Ottawa, Canada

16 Centre for Addiction and Mental Health, Toronto, Ontario, Canada

17 Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada

18 Arthur Labatt Family School of Nursing, Western University, London, Ontario, Canada

19 Department of Psychiatry, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada

Corresponding Author: