Evaluation of machine learning solutions in medicine

Tony Antoniou; Muhammad Mamdani

doi:10.1503/cmaj.210036

Analysis

Open Access

Evaluation of machine learning solutions in medicine

Tony Antoniou and Muhammad Mamdani

CMAJ September 13, 2021 193 (36) E1425-E1429; DOI: https://doi.org/10.1503/cmaj.210036

Tony Antoniou

Li Ka Shing Centre for Healthcare Analytics Research & Training (Antoniou, Mamdani), Unity Health Toronto; Li Ka Shing Knowledge Institute (Antoniou, Mamdani), Unity Health Toronto; Department of Family and Community Medicine (Antoniou), Unity Health Toronto and University of Toronto; Temerty Faculty of Medicine (Mamdani) and Leslie Dan Faculty of Pharmacy (Mamdani), University of Toronto; Institute of Health Policy, Management, and Evaluation (Mamdani), University of Toronto, Toronto, Ont.

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site

Muhammad Mamdani

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site

Article
Figures & Tables
Related Content
Responses
Metrics
PDF

Data supplements

Podcast

Read transcript
Earn CPD Credits

This article is eligible for 0.5 Mainpro+ credits.

Did you read this article?

More information

Note: The YES link above may not work in certain versions of Internet Explorer 8. If you are having difficulties with this link, please try another browser.

Verma, A. A., Murray, J., Greiner, R., Cohen, J. P., Shojania, K. G., Ghassemi, M., Straus, S. E., Pou-Prom, C., & Mamdani, M. (2021). Implementing machine learning in medicine. CMAJ, 193(34), E1351-E1357. Accessed May 19, 2022. https://doi.org/10.1503/cmaj.202434.
Cohen, J. P., Cao, T., Viviano, J. D., Huang, C., Fralick, M., Ghassemi, M., Mamdani, M., Greiner, R., & Bengio, Y. (2021). Problems in the deployment of machine-learned models in health care. CMAJ, 193(35), E1391-E1394. Accessed May 19, 2022. https://doi.org/10.1503/cmaj.202066.
Antoniou, T., & Mamdani, M. (2021). Évaluation des solutions fondées sur l’apprentissage machine en santé. CMAJ, 193(44), E1720-E1724. Accessed May 19, 2022. https://doi.org/10.1503/cmaj.210036-f.

PubMed
Google Scholar

PreviousNext

In this issue

Canadian Medical Association Journal: 193 (36)

CMAJ

Vol. 193, Issue 36

13 Sep 2021

Table of Contents
Index by author

Podcast

Subscribe to podcast

Download MP3

Article tools

Respond to this article

Download PDF

Article Alerts

User Name *

Password *

To sign up for email alerts or to access your current email alerts, enter your email address below:

Email *

Email Article

Thank you for your interest in spreading the word on CMAJ.

NOTE: We only request your email address so that the person you are recommending the page to knows that you wanted them to see it, and that it is not junk mail. We do not capture any email address.

Your Email *

Your Name *

Send To *

Enter multiple addresses on separate lines or separate them with commas.

You are going to email the following Evaluation of machine learning solutions in medicine

Message Subject (Your Name) has sent you a message from CMAJ

Message Body (Your Name) thought you would like to see the CMAJ web site.

Your Personal Message

CAPTCHA

This question is for testing whether or not you are a human visitor and to prevent automated spam submissions.

Citation Tools

Evaluation of machine learning solutions in medicine

Tony Antoniou, Muhammad Mamdani

CMAJ Sep 2021, 193 (36) E1425-E1429; DOI: 10.1503/cmaj.210036

Citation Manager Formats

BibTeX
Bookends
EasyBib
EndNote (tagged)
EndNote 8 (xml)
Medlars
Mendeley
Papers
RefWorks Tagged
Ref Manager
RIS
Zotero

Request Permissions

Evaluation of machine learning solutions in medicine

Tony Antoniou, Muhammad Mamdani

CMAJ Sep 2021, 193 (36) E1425-E1429; DOI: 10.1503/cmaj.210036

Share This Article:

Tweet Widget
Facebook Like

Jump to section

Article
Figures & Tables
Related Content
Responses
Metrics
PDF

Implementing machine learning in medicine
Problems in the deployment of machine-learned models in health care
Évaluation des solutions fondées sur l’apprentissage machine en santé

PubMed
Google Scholar

Cited By...

Problems in the deployment of machine-learned models in health care
Implementing machine learning in medicine

Google Scholar

Collections

Areas of Focus
- Health services
Topics

Main menu

User menu

Search

Evaluation of machine learning solutions in medicine

Data supplements

Podcast

Earn CPD Credits

In this issue

Podcast

Article tools

Citation Manager Formats

Related Articles

Cited By...

More in this TOC Section

Similar Articles

Collections

Content

Information for

About