Deep infection after a major orthopaedic surgery is a devastating complication. A prediction model with excellent predictive performance for deep infections would be extremely valuable for example in joint replacement surgery. The problem is that a deep infection is (fortunely) very rare event. Overall infection rate is close to 1% in the modern total knee […]