Adaptive analytical behavioral and health assistant system and related method of use

An adaptive analytical behavioral health assistant system, comprising:

• a blood pressure measuring device configured to obtain blood pressure measurements from a user, and to wirelessly transmit the obtained blood pressure measurements;
• and
• a disease management server in wireless communication with the blood pressure measuring device, the disease management server comprising:
• a receiver for receiving the blood pressure measurements transmitted from the blood pressure measuring device;
• and
• one or more processors configured to:
• execute a model of a physiological system generic to any user to generate notifications for the user, the notifications including adjusting a timing of obtaining the blood pressure measurements;
• generate a modified model specific to a physiological system of the user based on the received blood pressure measurements, wherein generating the modified model comprises updating the model based on the received blood pressure measurements;
• execute the modified model to generate personalized notifications, based on the modified model, the personalized notifications including adjusting a timing of obtaining blood pressure measurements;
• generate an updated modified model, at least once, based on the modified model and additional blood pressure measurements received from the blood pressure measuring device, the updated modified model including updated personalized notifications, including adjusting a timing of obtaining blood pressure measurements;
• and
• output the notifications including adjusting a timing of obtaining the blood pressure measurements, the personalized notifications, and the updated personalized notifications to the user.

An adaptive analytical behavioral health assistant system, comprising:

• a blood pressure measuring device configured to obtain blood pressure measurements from a user, and to wirelessly transmit the obtained blood pressure measurements;
• and
• a disease management server in wireless communication with the blood pressure measuring device, the disease management server comprising:
• a receiver for receiving the blood pressure measurements transmitted from the blood pressure measuring device;
• and
• one or more processors configured to:
• execute a model of a physiological system generic to any user to generate notifications for the user, the notifications including adjusting a timing of obtaining the blood pressure measurements;
• generate a modified model specific to a physiological system of the user based on the received blood pressure measurements, wherein generating the modified model comprises updating the model based on the received blood pressure measurements;
• execute the modified model to generate personalized notifications, based on the modified model, the personalized notifications including adjusting a timing of obtaining blood pressure measurements;
• execute a statistical analysis of the received blood pressure measurements to determine if the received blood pressure measurements include at least one data excursion, including at least one measurement value that is outside a predetermined range of blood pressure values;
• generate an updated modified model, based on the modified model, upon determining, in the statistical analysis, that the received blood pressure measurements include at least one data excursion, wherein generating the updated modified model comprises updating the modified model based on the received blood pressure measurements and the statistical analysis;
• execute the updated modified model, to generate updated personalized notifications, including adjusting including adjusting a timing of obtaining the blood pressure measurements;
• and
• output the notifications including adjusting a timing of obtaining the blood pressure measurements, the personalized notifications, and the updated personalized notifications to the user.

An adaptive analytical behavioral health assistant system, comprising:

• a glucose measuring device configured to obtain glucose measurements from a user, and to wirelessly transmit the obtained glucose measurements;
• and
• a blood pressure measuring device configured to obtain blood pressure measurements from the user, and to wirelessly transmit the obtained blood pressure measurements;
• a weight measuring device configured to obtain weight measurements from the user, and to wirelessly transmit the obtained weight measurements;
• and
• a disease management server in wireless communication with the glucose measuring device, the blood pressure measuring device, and the weight measuring device, the disease management server comprising:
• a receiver for receiving the glucose measurements, the blood pressure measurements, and the weight measurements;
• and
• one or more processors configured to:
• execute one or more models of a physiological system generic to any user to generate notifications for the user, the notifications including one or more of adjusting a timing of obtaining the glucose measurements, adjusting a timing of obtaining the blood pressure measurements, or adjusting a timing of obtaining the weight measurements;
• generate one or more modified models specific to a physiological system of the user based on the received glucose measurements, the received blood pressure measurements, and the received weight measurements, wherein the one or more modified models comprises updating the one or more models based on the received glucose measurements, the received blood pressure measurements, or the received weight measurements;
• execute the one or more modified models to generate personalized notifications, based on the one or more modified models, the personalized notifications including one or more of adjusting a timing of obtaining the glucose measurements, adjusting a timing of obtaining the blood pressure measurements, or adjusting a timing of obtaining the weight measurements;
• execute a statistical analysis of at least the received glucose measurements and the received blood pressure measurements to determine if at least one of the received glucose measurements the received blood pressure measurements, or the received weight values includes at least one data excursion, including at least one measurement value that is outside a predetermined range of glucose values, a predetermined range of blood pressure values, or a predetermined range of weight values, respectively;
• generate one or more updated modified models, based on the one or more modified models, upon determining, in the statistical analysis, that at least one of the received glucose measurements, the received blood pressure measurements, or the received weight measurements includes at least one data excursion, wherein generating the updated modified model comprises updating the modified model based on the received glucose measurements, the received blood pressure measurements, the received weight measurements, or the statistical analysis;
• execute the updated modified model, to generate updated personalized notifications, including adjusting including one or more of adjusting a timing of obtaining the glucose measurements, adjusting a timing of obtaining the blood pressure measurements, or adjusting a timing of obtaining the weight measurements;
• and
• output the notifications including one or more of adjusting a timing of obtaining the glucose measurements, adjusting a timing of obtaining the blood pressure measurements, or adjusting a timing of obtaining the weight measurements, the personalized notifications, and the updated personalized notifications to the user.