Machine Learning Approaches for the Image-Based Identification of Surgical Wound Infections: Scoping Review

Juan Pablo Tabja Bortesi   ¹ , HBSc ;   Jonathan Ranisau   ¹ , MASc ;   Shuang Di   ^{1, 2} , MSc ;   Michael McGillion   ³ , PhD ;   Laura Rosella   ² , PhD ;   Alistair Johnson   ⁴ , DPhil ;   PJ Devereaux   ³ , PhD ;   Jeremy Petch   ^{1, 3, 5, 6} , BA, MA, PhD

¹ Centre for Data Science and Digital Health, Hamilton Health Sciences, Hamilton, ON, Canada

² Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada

³ Population Health Research Institute, Hamilton, ON, Canada

⁴ SickKids Research Institute, Toronto, ON, Canada

⁵ Institute for Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada

⁶ Division of Cardiology, McMaster University, Hamilton, ON, Canada