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

• Main Authors: Juan Pablo Tabja Bortesi (Author), Jonathan Ranisau (Author), Shuang Di (Author), Michael McGillion (Author), Laura Rosella (Author), Alistair Johnson (Author), PJ Devereaux (Author), Jeremy Petch (Author)
• Format: Book
• Published: JMIR Publications, 2024-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundSurgical site infections (SSIs) occur frequently and impact patients and health care systems. Remote surveillance of surgical wounds is currently limited by the need for manual assessment by clinicians. Machine learning (ML)-based methods have recently been used to address various aspects...