Faculty profile

Maxim Ben-Yakov

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Assistant ProfessorDepartment of MedicineUniversity of Toronto

Maxim Ben-Yakov

Assistant Professor

Department of Medicine

Temerty Faculty of Medicine

University of Toronto

Toronto, Ontario, Canada

Supervision signals

Professors usually supervise graduate students in their department's programs.
5 publications in the last five years, latest in 2026.
Senior (last) author on 1 recent paper, a sign of leading a research group.

These signals come from public records, including federal and provincial funding decisions. Ask the professor or the graduate program whether they are taking new students.

Academic metrics

Publications

Citations

Collaborators

Publications by year

Counts cover the publications linked to this profile. Citations and the h-index appear when the source records them.

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Signals and details

Research

Read how they describe their research on their University of Toronto profile.

Latest papers

Validation of a machine learning model for predicting early deterioration in the emergency department.
The American journal of emergency medicine · 2026 · senior author
Artificial intelligence-based clinical decision support in the emergency department: A scoping review.
Academic emergency medicine : official journal of the Society for Academic Emergency Medicine · 2025
Establishing methodological standards for the development of artificial intelligence-based Clinical Decision Support in emergency medicine.
CJEM · 2025

All 14 publications

14 publications.

Validation of a machine learning model for predicting early deterioration in the emergency department.

Lee YR, Ruffolo I, Mashouri P, Brudno M, Ben-Yakov M

The American journal of emergency medicine2026Senior author

DOI: 10.1016/j.ajem.2026.05.007 PMID: 42184774

Artificial intelligence-based clinical decision support in the emergency department: A scoping review.

Kareemi H, Yadav K, Price C, Bobrovitz N, Meehan A, Li H, Goel G, Masood S, Grant L, Ben-Yakov M, Michalowski W, Vaillancourt C

Academic emergency medicine : official journal of the Society for Academic Emergency Medicine202523 citationsOpen Access

DOI: 10.1111/acem.15099 PMID: 39905631

Establishing methodological standards for the development of artificial intelligence-based Clinical Decision Support in emergency medicine.

Kareemi H, Li H, Rajaram A, Holodinsky JK, Hall JN, Grant L, Goel G, Hayward J, Mehta S, Ben-Yakov M, Pelletier EB, Scheuermeyer F, Ho K

CJEM20257 citations

DOI: 10.1007/s43678-024-00826-w PMID: 39918783

Opening the black box: challenges and opportunities regarding interpretability of artificial intelligence in emergency medicine.

Rajaram A, Li H, Holodinsky JK, Hall JN, Grant L, Goel G, Hayward J, Mehta S, Ben-Yakov M, Pelletier EB, Scheuermeyer F, Ho K, Kareemi H

CJEM20256 citations

DOI: 10.1007/s43678-024-00827-9 PMID: 39962037

Beyond the emergency department: the use of mobile health discharge interventions-a scoping review.

Price C, Anjum O, Ben-Yakov M, Orchanian-Cheff A, Thiruganasambandamoorthy V

CJEM20252 citations

DOI: 10.1007/s43678-025-00932-3 PMID: 40748581

A Young Patient With Hives and Chest Pain.

Ben-Yakov M, James V, Slomovic B

JAMA cardiology2021First author

DOI: 10.1001/jamacardio.2021.0749 PMID: 33881455

Intubator Performance and Contamination with the Use of Barrier Enclosure Devices: Results from a Simulated COVID-19 Resuscitation.

Ben-Yakov M, Price C, Dharamsi A, Tawadrous D, Choi JM

Annals of work exposures and health2021First author

DOI: 10.1093/annweh/wxaa144 PMID: 33619538

Young man with a diffuse rash and red eyes after recovery from COVID-2019.

Ben-Yakov M, James V

Journal of the American College of Emergency Physicians open2021First author

DOI: 10.1002/emp2.12404 PMID: 33778806

Barrier enclosure use during aerosol-generating medical procedures: A scoping review.

Price C, Ben-Yakov M, Choi J, Orchanian-Cheff A, Tawadrous D

The American journal of emergency medicine2021

DOI: 10.1016/j.ajem.2020.10.071 PMID: 33189515

A young man with palpitations.

Ben-Yakov M, James V, Mattu A, Brady WJ

The American journal of emergency medicine2021First author

DOI: 10.1016/j.ajem.2020.06.070 PMID: 33071091

Profile data last refreshed on September 29, 2026 from the university directory, publication records and public research funding records.

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Maxim Ben-Yakov

Research

Latest papers

Validation of a machine learning model for predicting early deterioration in the emergency department.

Artificial intelligence-based clinical decision support in the emergency department: A scoping review.

Establishing methodological standards for the development of artificial intelligence-based Clinical Decision Support in emergency medicine.

Opening the black box: challenges and opportunities regarding interpretability of artificial intelligence in emergency medicine.

Beyond the emergency department: the use of mobile health discharge interventions-a scoping review.

A Young Patient With Hives and Chest Pain.

Intubator Performance and Contamination with the Use of Barrier Enclosure Devices: Results from a Simulated COVID-19 Resuscitation.

Young man with a diffuse rash and red eyes after recovery from COVID-2019.

Barrier enclosure use during aerosol-generating medical procedures: A scoping review.

A young man with palpitations.

Frequent collaborators

Henry Li

Lars Grant

Davy Tawadrous

Shaun Mehta

Elyse Pelletier

Frank Scheuermeyer

Kendall Ho

Akshay Rajaram

Jessalyn Holodinsky

Elyse Berger Pelletier

Jake Hayward

Joseph Choi

Alia Dharamsi

Sameer Masood

Christian Vaillancourt

Moira Kapral

Venkatesh Thiruganasambandamoorthy

Krishan Yadav

Michael Brudno

Michael Schull

Wojtek Michalowski