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mortality prediction

The conversation before the decision: ML and 1-year mortality after proximal humerus fracture

27.06.2026 by Benji

A validated ML tool estimates 1-year mortality risk at first presentation in elderly proximal humerus fracture patients, using data already available at the time of the injury. The output is for the consent conversation, not the operative decision.

Categories Clinic & Planning Tags elderly trauma, machine learning, mortality prediction, proximal humerus fracture, risk stratification, shared decision-making Leave a comment

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