Joshua F. Murray

St. Michael's Hospital
Toronto, ON, Canada

Last Updated: 09/26/2026

Save publications for later

Sign Up

Not sure about your diagnosis?

Check Your Symptoms

Found 20 publications

Clinical evaluation of a machine learning-based early warning system for patient deterioration.

Clinical evaluation of a machine learning-based early warning system for patient deterioration.

Journal: CMAJ : Canadian Medical Association journal = journal de l'Association medicale canadienne

Published: August 01, 2024

Developing and Validating a Prediction Model For Death or Critical Illness in Hospitalized Adults, an Opportunity for Human-Computer Collaboration.

Developing and Validating a Prediction Model For Death or Critical Illness in Hospitalized Adults, an Opportunity for Human-Computer Collaboration.

Journal: Critical care explorations

Published: May 08, 2023

From compute to care: Lessons learned from deploying an early warning system into clinical practice.

From compute to care: Lessons learned from deploying an early warning system into clinical practice.

Journal: Frontiers in digital health

Published: April 29, 2022

Implementing machine learning in medicine.

Implementing machine learning in medicine.

Journal: CMAJ : Canadian Medical Association journal = journal de l'Association medicale canadienne

Published: February 25, 2022

Title Not Found

Title Not Found

Journal: CMAJ : Canadian Medical Association journal = journal de l'Association medicale canadienne

Published: November 09, 2021

Predicting emergency department volumes: A multicenter prospective study.

Predicting emergency department volumes: A multicenter prospective study.

Journal: The American journal of emergency medicine

Published: August 31, 2020

Cohort profile: St. Michael's Hospital Tuberculosis Database (SMH-TB), a retrospective cohort of electronic health record data and variables extracted using natural language processing.

Cohort profile: St. Michael's Hospital Tuberculosis Database (SMH-TB), a retrospective cohort of electronic health record data and variables extracted using natural language processing.

Journal: PloS one

Published: August 27, 2020

Harnessing the full potential of hospital-based data to support surgical quality improvement.

Harnessing the full potential of hospital-based data to support surgical quality improvement.

Journal: BMJ open quality

Published: August 23, 2020

Nursing resource team capacity planning using forecasting and optimization methods: A case study.

Nursing resource team capacity planning using forecasting and optimization methods: A case study.

Journal: Journal of nursing management

Published: July 29, 2019

Characterizing the impact of snowfall on patient attendance at an urban emergency department in Toronto, Canada.

Characterizing the impact of snowfall on patient attendance at an urban emergency department in Toronto, Canada.

Journal: The American journal of emergency medicine

Published: March 05, 2019

Mortality in Puerto Rico after Hurricane Maria.

Mortality in Puerto Rico after Hurricane Maria.

Journal: The New England journal of medicine

Published: October 26, 2018

Extracting Clinical Features From Dictated Ambulatory Consult Notes Using a Commercially Available Natural Language Processing Tool: Pilot, Retrospective, Cross-Sectional Validation Study.

Extracting Clinical Features From Dictated Ambulatory Consult Notes Using a Commercially Available Natural Language Processing Tool: Pilot, Retrospective, Cross-Sectional Validation Study.

Journal: JMIR medical informatics

Published: October 22, 2018

Showing 1-12 of 20

Last Updated: 09/26/2026