risk stratification

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

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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.

What AI actually does in orthopaedic clinic: three tools, three honest verdicts

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A closer look at the evidence. A patient sits in front of you for a hip replacement consultation. You’ve reviewed the X-rays, taken a history, and confirmed the indication. Before you write in the notes, an algorithm has already estimated their 90-day complication risk, flagged potential issues with bone stock, and generated a templating plan … Read more