Joon Lee

Scopus Author ID ORCID

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 29

Top Venues

JMIR medical informatics

Journal of medical Internet research

JMIR mHealth and uHealth

JMIR public health and surveillance

University of Calgary

University of Toronto (PHD)

This page only lists publications with an associated author ORCID identifier.

Affiliation History

University of Calgary Sep 01 2018

Canada

Associate Professor :: Departments of Community Health Sciences & Cardiac Sciences

University of Waterloo Jul 01 2018 - Aug 31 2018

Canada

Associate Professor :: School of Public Health and Health Systems

University of Waterloo Sep 01 2012 - Jun 30 2018

Canada

Assistant Professor :: School of Public Health and Health Systems

Education History

University of Toronto Sep 01 2005 - Nov 13 2009

Canada

PHD :: Electrical and Computer Engineering

Publications

Peyman Ghasemi, Joon Lee
Unsupervised Feature Selection to Identify Important ICD-10 and ATC Codes for Machine Learning on a Cohort of Patients With Coronary Heart Disease: Retrospective Study. JMIR medical informatics 12 (2024)
Peyman Ghasemi, Joon Lee
Unsupervised Feature Selection to Identify Important ICD-10 and ATC Codes for Machine Learning on a Cohort of Patients With Coronary Heart Disease: Retrospective Study. JMIR medical informatics 12 (2024)
Peyman Ghasemi, Joon Lee
Unsupervised Feature Selection to Identify Important ICD-10 and ATC Codes for Machine Learning on a Cohort of Patients With Coronary Heart Disease: Retrospective Study. JMIR medical informatics 12 (2024)
Maruthi Kumar Mutnuri, Henry Thomas Stelfox, Nils Daniel Forkert, Joon Lee
Using Domain Adaptation and Inductive Transfer Learning to Improve Patient Outcome Prediction in the Intensive Care Unit: Retrospective Observational Study. Journal of medical Internet research 26 (2024)
Andrew Harper, Fiona S M Schulte, Gregory M T Guilcher, Tony H Truong, Kathleen Reynolds, Maria Spavor, Natalie Logie, Joon Lee, Miranda M Fidler
Alberta Childhood Cancer Survivorship Research Program. Cancers 15 (15) (2023)
Zahra Shakeri Hossein Abad, Gregory P Butler, Wendy Thompson, Joon Lee
Crowdsourcing for Machine Learning in Public Health Surveillance: Lessons Learned From Amazon Mechanical Turk. Journal of medical Internet research 24 (1) (2022)
Camilo E Valderrama, Daniel J Niven, Henry Thomas Stelfox, Joon Lee
Predicting Abnormal Laboratory Blood Test Results in the Intensive Care Unit Using Novel Features Based on Information Theory and Historical Conditional Probability: Observational Study. JMIR medical informatics 10 (6) (2022)
Zahra Shakeri Hossein Abad, Gregory P Butler, Wendy Thompson, Joon Lee
Physical Activity, Sedentary Behavior, and Sleep on Twitter: Multicountry and Fully Labeled Public Data Set for Digital Public Health Surveillance Research. JMIR public health and surveillance 8 (2) (2022)
Seungwon Lee, Chelsea Doktorchik, Elliot Asher Martin, Adam Giles D'Souza, Cathy A Eastwood, Abdel-Aziz Shaheen, Christopher Naugler, Joon Lee, Hude Quan
Electronic Medical Record-Based Case Phenotyping for the Charlson Conditions: Scoping Review. JMIR medical informatics 9 (2) (2021)
Ben Yb Kim, Miranda Hunt, John Muscedere, David M Maslove, Joon Lee
Using Consumer-Grade Physical Activity Trackers to Measure Frailty Transitions in Older Critical Care Survivors: Exploratory Observational Study. JMIR aging 4 (1) (2021)
Adrienne S Kline, Theresa J B Kline, Joon Lee
Item response theory as a feature selection and interpretation tool in the context of machine learning. Medical & biological engineering & computing 59 (2) (2021)
Zahra Shakeri Hossein Abad, Adrienne Kline, Madeena Sultana, Mohammad Noaeen, Elvira Nurmambetova, Filipe Rissieri Lucini, Majed Al-Jefri, Joon Lee
Digital public health surveillance: a systematic scoping review. NPJ digital medicine 4 (1) (2021)
Ben Yb Kim, Peyman Ghasemi, Catherine E Tong, Joon Lee
Clinicians and Older Adults' Perceptions of the Utility of Patient-Generated Health Data in Caring for Older Adults: Exploratory Mixed Methods Study. JMIR aging 4 (4) (2021)
Joon Lee
Is Artificial Intelligence Better Than Human Clinicians in Predicting Patient Outcomes? Journal of medical Internet research 22 (8) (2020)
Ben Yb Kim, Sandra M McKay, Joon Lee
Consumer-Grade Wearable Device for Predicting Frailty in Canadian Home Care Service Clients: Prospective Observational Proof-of-Concept Study. Journal of medical Internet research 22 (9) (2020)
Madeena Sultana, Majed Al-Jefri, Joon Lee
Using Machine Learning and Smartphone and Smartwatch Data to Detect Emotional States and Transitions: Exploratory Study. JMIR mHealth and uHealth 8 (9) (2020)
Adrienne S Kline, Theresa J B Kline, Zahra Shakeri Hossein Abad, Joon Lee
Using Item Response Theory for Explainable Machine Learning in Predicting Mortality in the Intensive Care Unit: Case-Based Approach. Journal of medical Internet research 22 (9) (2020)
Yang Yang, John P Hirdes, Joel A Dubin, Joon Lee
Fall Risk Classification in Community-Dwelling Older Adults Using a Smart Wrist-Worn Device and the Resident Assessment Instrument-Home Care: Prospective Observational Study. JMIR aging 2 (1) (2019)
Anis Sharafoddini, Joel A Dubin, David M Maslove, Joon Lee
A New Insight Into Missing Data in Intensive Care Unit Patient Profiles: Observational Study. JMIR medical informatics 7 (1) (2019)
Dino Trtovac, Joon Lee
The Use of Technology in Identifying Hospital Malnutrition: Scoping Review. JMIR medical informatics 6 (1) (2018)
Ben Yb Kim, Anis Sharafoddini, N Ken Tran, Emily Y Wen, Joon Lee
Consumer Mobile Apps for Potential Drug-Drug Interaction Check: Systematic Review and Content Analysis Using the Mobile App Rating Scale (MARS). JMIR mHealth and uHealth 6 (3) (2018)
Lior Fuchs, Mengling Feng, Victor Novack, Joon Lee, Jonathan Taylor, Daniel Scott, Michael Howell, Leo Celi, Daniel Talmor
The Effect of ARDS on Survival: Do Patients Die From ARDS or With ARDS? Journal of intensive care medicine 34 (5) (2017)
Anis Sharafoddini, Joel A Dubin, Joon Lee
Patient Similarity in Prediction Models Based on Health Data: A Scoping Review. JMIR medical informatics 5 (1) (2017)
N Ken Tran, Joon Lee
Online Reviews as Health Data: Examining the Association Between Availability of Health Care Services and Patient Star Ratings Exemplified by the Yelp Academic Dataset. JMIR public health and surveillance 3 (3) (2017)
Arjun Puri, Ben Yb Kim, Olivier Nguyen, Catherine E Tong, James Y Tung, Joon Lee
User Acceptance of Wrist-Worn Activity Trackers Among Community-Dwelling Older Adults: Mixed Method Study. JMIR mHealth and uHealth 5 (11) (2017)
Ben Yb Kim, Joon Lee
Smart Devices for Older Adults Managing Chronic Disease: A Scoping Review. JMIR mHealth and uHealth 5 (5) (2017)
Anna Staszewska, Pearl Zaki, Joon Lee
Computerized Decision Aids for Shared Decision Making in Serious Illness: Systematic Review. JMIR medical informatics 5 (4) (2017)
Joon Lee
Patient-Specific Predictive Modeling Using Random Forests: An Observational Study for the Critically Ill. JMIR medical informatics 5 (1) (2017)
Rebecca Ling, Joon Lee
Disease Monitoring and Health Campaign Evaluation Using Google Search Activities for HIV and AIDS, Stroke, Colorectal Cancer, and Marijuana Use in Canada: A Retrospective Observational Study. JMIR public health and surveillance 2 (2) (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Joon Lee