Faculty profile

Jeremy Petch

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Assistant Professor (Part-Time)MedicineMcMaster University

Research

Research areas, by share of publications

Research areas are derived from OpenAlex topics of their publications.

61 publications.

01

A practical framework for operationalising responsible and equitable artificial intelligence in health care: tackling bias, inequity, and implementation challenges

Welch ML, Grant B, Deutschman C, McElcheran C, Badzynski A, Bell JAH, Hope A, Grant RC, Truong T, Lane K

The Lancet: Digital Health202615 citations
DOI: 10.1016/j.landig.2025.100957
02

AI-Based Automation for Medication Reconciliation: Scoping Review

Bortesi JPT, Becerra MP, Ranisau J, Wen B, Nadesan P, Devereaux PJ, McGillion M, Petch J

Journal of Medical Internet Research20261 citationsSenior author
DOI: 10.2196/86760
03

Machine learning prediction models for myocardial injury after non-cardiac surgery: A scoping review

Nadesan P, Gandhi B, Schwalm J-D, Petch J, Sibbald M, Khemani E

Trends in Anaesthesia and Critical Care2026
DOI: 10.1016/j.tacc.2026.101662
04

An artificial intelligence prediction model for optimizing patient selection for cardiac imaging for the investigation of suspected coronary artery disease

Petch J, Di S, Watson T, Becerra MP, Rosella LC, Natarajan MK, Sheth T, Schwalm J-D

European Heart Journal: Digital Health2026First author
DOI: 10.1093/ehjdh/ztag040
05

Mendelian randomization study implicates inflammaging biomarkers in retinal vasculature, cardiovascular diseases, and longevity

Villaplana-Velasco A, Perrot N, Hang Y, Chong M, Trucco E, Mookiah MRK, Nelson W, Petch J, Gerstein HC, Raina P

Science Advances20255 citations
DOI: 10.1126/sciadv.adu1985
06

Coronary Computed Tomographic Angiography to Optimize the Diagnostic Yield of Invasive Angiography for Low-Risk Patients Screened With Artificial Intelligence: Protocol for the CarDIA-AI Randomized Controlled Trial

Petch J, Bortesi JPT, Sheth T, Natarajan M, Pinilla-Echeverri N, Di S, Bangdiwala SI, Mosleh K, Ibrahim O, Bainey KR

JMIR Research Protocols20255 citationsFirst author
DOI: 10.2196/71726
07

Detecting irregularities in randomized controlled trials using machine learning

Nelson W, Petch J, Ranisau J, Zhao R, Balasubramanian K, Bangdiwala SI

Clinical Trials20253 citations
DOI: 10.1177/17407745241297947
08

Leveraging Co-Design, Design Thinking, and Service Blueprinting to Create Digital Health Behavior Change Innovations: Insights From a Co-Design Workshop With Type 2 Diabetes Remission Health Coaches

Vela R, Voorheis P, Petch J, Gerstein H, Sherifali D

DST20252 citations
DOI: 10.1177/19322968251335303
09

Impact of Virtual Care With Remote Automated Monitoring on the Rate of Acute Hospital Care Post Discharge and Index Length of Hospital Stay: Protocol for the Post Discharge After Surgery Virtual Care With Remote Automated Monitoring Technology 3 (PVC-RAM-3) Trial

Ofori S, McGillion MH, Borges FK, Ouellette C, Patel A, Conen D, Marcucci M, Wang MK, Park LJ, Bell C

JMIR Research Protocols20252 citations
DOI: 10.2196/72672
10

Abstract PR-04: A practical framework for operationalizing responsible and equitable AI in healthcare: Tackling bias, inequity, and implementation challenges

Grant B, Welch M, Deutschman C, McElcheran C, Badzynski A, Bell JAH, Hope A, Grant RC, Truong T, Lane K

Clinical Cancer Research20252 citations
DOI: 10.1158/1557-3265.aimachine-pr-04

Frequent collaborators

70
Jeremy PetchMichael McGillionPhilip DevereauxDavid ConenMaura MarcucciHertzel GersteinJessica BogachAmeen PatelAnthony AdiliFlavia Kessler BorgesJennifer LounsburyJohn Harlock
Co-authors at McMaster University. Thicker lines mean more shared papers.Explore the network

Michael McGillion

Nursing

13 shared papers, latest 2026

Philip Devereaux

Health Research Methods, Evidence, and Impact

11 shared papers, latest 2026

Maura Marcucci

Health Research Methods, Evidence, and Impact

7 shared papers, latest 2025

David Conen

Medicine

7 shared papers, latest 2025

Jessica Bogach

Surgery

6 shared papers, latest 2025

Hertzel Gerstein

Medicine

6 shared papers, latest 2025

Researchers with similar interests

Cynthia Lokker

Health Research Methods, Evidence, and Impact

Artificial Intelligence in Healthcare and Education, Mobile Health and mHealth Applications

Euan Stubbs

Medical Imaging

Artificial Intelligence in Healthcare and Education

Vanessa Boudreau

Surgery

Artificial Intelligence in Healthcare and Education

Yedishtra Naidoo

Psychiatry & Behavioural Neurosciences

Mobile Health and mHealth Applications

Michael Brown

Psychiatry & Behavioural Neurosciences

Mobile Health and mHealth Applications

Shirley Quach

Rehabilitation Science

Mobile Health and mHealth Applications

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Applying for
Subject: Prospective PhD student: Artificial Intelligence in Healthcare and Education Dear Professor Petch, My name is [your name], and I am a [your current degree or role] at [your institution]. I am applying for a PhD position starting in [term and year]. I read your paper "A practical framework for operationalising responsible and equitable artificial intelligence in health care: tackling bias, inequity, and implementation challenges" (2026), and it connects closely to my own work on [your research topic]. [One or two sentences on what you did and what you learned.] Are you accepting new PhD students for [term and year]? I have attached my CV and transcripts, and I would be glad to talk at a time that suits you. Thank you for your time. Kind regards, [your name]
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