When an algorithm can’t wait: ML and the necrotizing fasciitis problem
A patient presents to the emergency department with a spreading soft tissue infection and fever. The orthopaedic team is asked to review. Inflammatory markers are elevated, the limb is swollen and tender, and the clinical picture is consistent with serious deep infection — but the critical question is not yet answered: is this necrotizing fasciitis, … Read more