Patent ID: 11864925
Assignee: UNITEDHEALTH GROUP INCORPORATED
Field: Medical technology (Instruments)
Classification: CPC A  G | IPC A  G

Claim 16:
17. At least one non-transitory computer-readable storage medium having computer-readable program code portions stored therein, the computer-readable program code portions configured to:
identify observed breathing pattern sensory data for a monitored individual;
determine an observed inspiration-expiration waveform pattern based at least in part on the observed breathing pattern sensory data;
generate, utilizing a splinting activity detection machine learning model, a predicted interruption score for the observed breathing pattern sensory data, wherein: the predicted interruption score (i) is generated based at least in part on the observed inspiration-expiration waveform pattern and one or more expected inspiration-expiration waveform patterns, and (ii) represents a likelihood that the observed inspiration-expiration waveform pattern represents splinting activity; and
initiate the performance of one or more prediction-based actions based at least in part on the predicted interruption score.