Accuracy of Algorithms to Identify People with Atopic Dermatitis in Ontario Routinely Collected Health Databases

Mohamed Abdalla; Branson Chen; Robin Santiago; Jacqueline Young; Lihi Eder; An-Wen Chan; Elena Pope; Karen Tu; Liisa Jaakkimainen; Aaron M Drucker

doi:10.1016/j.jid.2021.01.009

Accuracy of Algorithms to Identify People with Atopic Dermatitis in Ontario Routinely Collected Health Databases

J Invest Dermatol. 2021 Jul;141(7):1840-1843. doi: 10.1016/j.jid.2021.01.009. Epub 2021 Feb 9.

Authors

Affiliations

¹ Department of Computer Science, University of Toronto, Toronto, Ontario, Canada; Vector Institute for Artificial Intelligence, Toronto, Ontario, Canada; ICES, Toronto, Ontario, Canada.
² ICES, Toronto, Ontario, Canada.
³ Department of Medicine, University of Toronto, Toronto, Ontario, Canada; Women's College Research Institute, Women's College Hospital, Toronto, Ontario, Canada.
⁴ ICES, Toronto, Ontario, Canada; Department of Medicine, University of Toronto, Toronto, Ontario, Canada; Women's College Research Institute, Women's College Hospital, Toronto, Ontario, Canada.
⁵ Department of Pediatrics, University of Toronto, Toronto, Ontario, Canada; Section of Pediatric Dermatology, Department of Pediatrics, Hospital for Sick Children, Toronto, Ontario, Canada.
⁶ North York General Hospital, Toronto, Ontario, Canada; Toronto Western Hospital Family Health Team, University Health Network, Toronto, Ontario, Canada; Department of Family & Community Medicine, University of Toronto, Toronto, Ontario, Canada.
⁷ ICES, Toronto, Ontario, Canada; Toronto Western Hospital Family Health Team, University Health Network, Toronto, Ontario, Canada; Department of Family & Community Medicine, University of Toronto, Toronto, Ontario, Canada; Department of Family & Community Medicine, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada.
⁸ Department of Medicine, University of Toronto, Toronto, Ontario, Canada; Women's College Research Institute, Women's College Hospital, Toronto, Ontario, Canada. Electronic address: aaron.drucker@wchospital.ca.

PMID: 33571528
DOI: 10.1016/j.jid.2021.01.009

No abstract available

Publication types

Letter
Research Support, Non-U.S. Gov't

MeSH terms

Administrative Claims, Healthcare / statistics & numerical data
Cost of Illness*
Data Collection / methods*
Databases, Factual / statistics & numerical data*
Dermatitis, Atopic / epidemiology*
Electronic Health Records / statistics & numerical data
Humans
Machine Learning*
Ontario / epidemiology