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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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John Valles

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Open access Oct 2026

Using Motion-Tracking to Objectively Assess Skill in Surgery.

BACKGROUND Surgical assessment often relies on subjective expert observation, which may introduce bias. We aimed to objectively differentiate skill levels in a complex simulated operative procedure using hand-tracking metrics through a wearable mixed reality headset. METHODS A validated paediatric open inguinal herni...

Tanay Bapna, Samuel J. A. Robinson, John Valles et al. · 0 citations

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