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

Claim 0:
1. A computer-implemented method comprising:
identifying, by one or more processors, observed breathing pattern sensory data for a monitored individual;
determining, by the one or more processors, an observed inspiration-expiration waveform pattern based at least in part on the observed breathing pattern sensory data;
generating, by the one or more processors and 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
initiating, by the one or more processors, the performance of one or more prediction-based actions based at least in part on the predicted interruption score.