Publications by authors named "Hayward Jake"

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Health system utilization following medical advice from Alberta's Virtual MD: a descriptive analysis.
Richard Golonka, Mary V Modayil, Razieh Mansouri, Fayaz Kurji, Jane Q Huang, Jake Hayward

CJEM· December 2025

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The association between neighbourhood marginalization and SARS-CoV-2 outcomes in patients presenting to emergency departments.
Ivy Cheng, Rhonda J Rosychuk, David Seonguk Yeom, Ray L Jewett, Iwona A Bielska, Jake Hayward

Can J Public Health· October 2025

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Examining the impact of the first wave of COVID-19 on equitable access to emergency care across Alberta demographic groups: a retrospective observational study.
Patrick McLane, Mandi Gray, Cheryl Barnabe, Katherine Rittenbach, Lea Bill, Jake Hayward

BMJ Open· October 2025

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Population-level individualized prospective prediction of opioid overdose using machine learning.
Yang S Liu, Derek V Pierce, Dan Metes, Yipeng Song, Lawrence Kiyang, Jake Hayward

Mol Psychiatry· September 2025

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Maturity Framework for Operationalizing Machine Learning Applications in Health Care: Scoping Review.
Yutong Li, Julie Tian, Ariana Xu, Russell Greiner, Jake Hayward

J Med Internet Res· September 2025

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Wearables research for continuous monitoring of patient outcomes: A scoping review.
Kalee Lodewyk, Madeleine Wiebe, Liz Dennett, Jake Larsson, Andrew Greenshaw, Jake Hayward

PLOS Digit Health· May 2025

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Risks associated with opioid prescriptions for headache in the emergency department.
Hayward Jake, MacLean Davis, Rosychuk Rhonda, Lonergan Kevin, Innes Grant

Am J Emerg Med· April 2025

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Establishing methodological standards for the development of artificial intelligence-based Clinical Decision Support in emergency medicine.
Hashim Kareemi, Henry Li, Akshay Rajaram, Jessalyn K Holodinsky, Justin N Hall, Jake Hayward

CJEM· February 2025

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Effect of emergency department opioid prescribing on health outcomes.
Jake Hayward, Rhonda J Rosychuk, Andrew D McRae, Aynharan Sinnarajah, Kathryn Dong

CMAJ· February 2025

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Opening the black box: challenges and opportunities regarding interpretability of artificial intelligence in emergency medicine.
Akshay Rajaram, Henry Li, Jessalyn K Holodinsky, Justin N Hall, Lars Grant, Jake Hayward

CJEM· February 2025

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Pilot Study Exploring the Perspectives of Canadian Clients Who Received Digitally Delivered Psychotherapies Utilized for Trauma-Affected Populations.
Sidney Yap, Rashell R Allen, Katherine S Bright, Matthew R G Brown, Lisa Burback, Jake Hayward

Int J Environ Res Public Health· February 2025

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Exploring the Perspectives of Canadian Clinicians Regarding Digitally Delivered Psychotherapies Utilized for Trauma-Affected Populations.
Sidney Yap, Rashell R Allen, Katherine S Bright, Matthew R G Brown, Lisa Burback, Jake Hayward

Int J Environ Res Public Health· January 2025

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Early identification of children with Attention-Deficit/Hyperactivity Disorder (ADHD).
Yang S Liu, Fernanda Talarico, Dan Metes, Yipeng Song, Mengzhe Wang, Jake Hayward

PLOS Digit Health· November 2024

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Current and Future Implementation of Digitally Delivered Psychotherapies: An Exploratory Mixed-Methods Investigation of Client, Clinician, and Community Partner Perspectives.
Sidney Yap, Rashell R Allen, Carley R Aquin, Katherine S Bright, Matthew R G Brown, Jake Hayward

Healthcare (Basel)· October 2024

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Six-year (2016-2022) longitudinal patterns of mental health service utilization rates among children developmentally vulnerable in kindergarten and the COVID-19 pandemic disruption.
Fernanda Talarico, Dan Metes, Mengzhe Wang, Jake Hayward, Yang S Liu

PLOS Digit Health· September 2024

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Feasibility characteristics of wrist-worn fitness trackers in health status monitoring for post-COVID patients in remote and rural areas.
Madeleine Wiebe, Marnie Mackay, Ragur Krishnan, Julie Tian, Jakob Larsson, Jake Hayward

PLOS Digit Health· August 2024

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Perspectives and Experiences of Public Safety Personnel Engaged in a Peer-Led Workplace Reintegration Program Post Critical Incident or Operational Stress Injury: A Qualitative Thematic Analysis.
Chelsea Jones, Shaylee Spencer, Elly O'Greysik, Lorraine Smith-MacDonald, Katherine S Bright, Jake Hayward

Int J Environ Res Public Health· July 2024

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Enhanced sociodemographic variable collection in emergency departments.
Murdoch Leeies, Rohit Mohindra, Carmen Hrymak, Tamara McColl, Paul Ratana, Jake Hayward

CJEM· June 2024

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Desired clinical applications of artificial intelligence in emergency medicine: A Delphi study.
Henry Li, Jake Hayward, Leandro Solis Aguilar, Jeffrey Michael Franc

Am J Emerg Med· May 2024

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Characteristics and outcomes of patients with COVID-19 who return to the emergency department: a multicentre observational study by the Canadian COVID-19 Emergency Department Rapid Response Network (CCEDRRN).
Rhonda J Rosychuk, Jaspreet K Khangura, Sylvia S Ortiz, Ivy Cheng, Iwona A Bielska, Jake Hayward

Emerg Med J· March 2024

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Associations between Differential Aging and Lifestyle, Environment, Current, and Future Health Conditions: Findings from Canadian Longitudinal Study on Aging.
Yipeng Song, Yang S Liu, Fernanda Talarico, Yanbo Zhang, Jake Hayward

Gerontology· December 2023

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"Collapsing into Darkness": An Exploratory Qualitative Thematic Analysis of the Experience of Workplace Reintegration among Nurses with Operational Stress Injuries.
Chelsea Jones, Brenda Juby, Shaylee Spencer, Lorraine Smith-MacDonald, Elly O'Greysik, Jake Hayward

Int J Environ Res Public Health· August 2023

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Intubation practices and outcomes for patients with suspected or confirmed COVID-19: a national observational study by the Canadian COVID-19 Emergency Department Rapid Response Network (CCEDRRN).
Murdoch Leeies, Rhonda J Rosychuk, Muzeen Ismath, Ke Xu, Patrick Archambault, Jake Hayward

CJEM· April 2023

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Individualized Prospective Prediction of Opioid Use Disorder.
Yang S Liu, Lawrence Kiyang, Jake Hayward, Yanbo Zhang, Dan Metes

Can J Psychiatry· January 2023

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Derivation and validation of a clinical decision rule to risk-stratify COVID-19 patients discharged from the emergency department: The CCEDRRN COVID discharge score.
Steven C Brooks, Rhonda J Rosychuk, Jeffrey J Perry, Laurie J Morrison, Hana Wiemer, Jake Hayward

J Am Coll Emerg Physicians Open· December 2022

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