COOPERATIVE LEARNING FOR PERSONALIZED CONTEXT-AWARE PAIN ASSESSMENT

Abstract: technology for cooperative learning pain assessment may include a sensed pain classifier to determine a sensed context and a pain assessment classifier to determine an inferred pain score. disclosed technology may determine an uncertainty score based on the sensed context and the inferred pain score. responsive to the uncertainty score meeting a first threshold condition, a manual label for the subject data may be used to update the sensed pain classifier or the pain assessment classifier. responsive to the uncertainty score meeting a second threshold condition, a generated label for the subject data may be used to update the sensed pain classifier or the pain assessment classifier. the inferred pain score may be provided as an assessed pain result for the subject.

Inventor(s): Shaun CANAVAN, Md Taufeeq UDDIN, Ghadh ALZAMZMI

CPC Classification: A61B5/4824 ({Touch or pain perception evaluation ( takes precedence)})

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