Predicting Clinical Outcomes at the Toronto General Hospital Transitional Pain Service via the Manage My Pain App: Machine Learning Approach

James Skoric   ^{1, 2 *} , BEng, MSc ;   Anna M Lomanowska   ^{3 *} , PhD ;   Tahir Janmohamed   ² , PEng, MBA ;   Heather Lumsden-Ruegg   ⁴ , BA (Hon) ;   Joel Katz   ^{3, 4, 5} , PhD ;   Hance Clarke   ^{3, 5} , MD, PhD ;   Quazi Abidur Rahman   ⁶ , PhD

¹ Department of Electrical and Computer Engineering, McGill University, Montreal, QC, Canada

² ManagingLife, Toronto, ON, Canada

³ Transitional Pain Service, Department of Anesthesia and Pain Management, Toronto General Hospital, University Health Network, Toronto, ON, Canada

⁴ Department of Psychology, York University, Toronto, ON, Canada

⁵ Department of Anesthesiology and Pain Medicine, University of Toronto, Toronto, ON, Canada

⁶ Department of Computer Science, Trent University, Peterborough, ON, Canada

*these authors contributed equally