Patent ID: 11937911
Assignee: DEEPCONVO INC.
Field: Medical technology (Instruments)
Classification: CPC A  G | IPC A  G

Claim 5:
6. The computer-implemented method of claim 1, wherein analyzing the subset of the second streaming prompt data to predict a respiratory state of the user of the computing device comprises:
training a machine learning model comprising:
receiving a baseline voice sample of the user acquired at a first time when one or more symptoms of the user were stable and receiving a first symptoms assessment score associated with the baseline voice sample;
receiving a close-to-exacerbation (exacerbated) voice sample of the user acquired at a second time when the symptoms may have begun to become exacerbated and receiving a second symptoms assessment score associated with the exacerbated voice sample;
receiving a plurality of additional voice samples of the user acquired at respective different times and receiving a symptoms assessment score that corresponds with a given additional voice sample; and
including as training data, at least in part, the user's demographics, baseline voice sample, exacerbated voice sample, additional voice samples and respective corresponding symptoms assessment score.