Human metabolic condition management
OwnerBradley E. Kahlbaughinventor
Life of this patent
Estimating the term…
Abstract
Systems and methods for extracting blood glucose patterns and suggesting a behavior may include receiving, at a computing device comprising a processor, temporal data including information regarding glucose readings; identifying, by the computing device, at least one pattern based on metabolite levels extracted from the temporal data the model including variables corresponding to each of the patterns; formulating, by the computing device, a model for predicting a metabolic response; and storing the model on a data storage device. Based on the model, the behavior may be suggested to maintain a blood glucose level within a desired range.
Claims20
A method comprising:
- receiving, at a computing device comprising a processor, an indication of a food;
- a medication, or a combination of food and medication to be ingested by a user;
- identifying, by the computing device, a metabolic rate for the food, the medication, or the combination of food and medication to be ingested;
- formulating, by the computing device, a model for predicting a metabolite level change based on the metabolic rate for the food, the medication, or the combination of food and medication to be ingested, the model including variables corresponding to the food, the medication, or the combination of food and medication to be ingested;
- validating the model against a subsample of temporal data not used to formulate the model;
- storing the model on a data storage device;
- receiving, at the computing device, a behavior input from a user, the behavior input including an indication of an ingestion of the food, the medication, or the combination of food and medication to be ingested;
- determining, by the computing device, a metabolite level change based at least in part on the model;
- selecting, by the computing device, a recommended behavior;
- outputting the recommended behavior to a display associated with the computing device;
- and
- performing the recommended behavior by the user.
A system comprising:
- a display;
- a processor in electrical communication with the display;
- and
- a memory that store instructions that, when executed by the processor, cause the processor to perform operations comprising:
- receiving an indication of a food, a medication, or a combination of food and medication to be ingested by a user,
- identifying a metabolic rate for the food, the medication, or the combination of food and medication to be ingested,
- formulating a model for predicting a metabolite level change based on the metabolic rate for the food, the medication, or the combination of food and medication to be ingested, the model including variables corresponding to the food, the medication, or the combination of food and medication to be ingested,
- validating the model against a subsample of temporal data not used to formulate the model,
- storing, to the memory, the model,
- receiving a behavior input from a user, the behavior input including an indication of an ingestion of the food, the medication, or the combination of food and medication to be ingested,
- determining a metabolite level change based at least in part on the model,
- selecting a recommended behavior,
- outputting the recommended behavior to a display associated with the computing device, and
- receiving an indication the user accepted the recommendation.
Dependencies are inferred from the claim text.