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

Juan Pablo Tabja Bortesi Jonathan Ranisau Shuang Di Michael H McGillion Laura C Rosella Alistair Edward William Johnson Philip J Devereaux Jeremy Petch

Published in: Journal of medical Internet research (2024)

Research on the image-based identification of surgical wound infections using ML remains novel, and there is a need for standardized reporting. Limitations related to variability in image capture, model building, and data sources should be addressed in the future.

Keyphrases

deep learning
machine learning
big data
bioinformatics analysis
electronic health record
wound healing
drinking water
current status
surgical site infection