Abstract: A user device (e.g., a mobile device) receives testing period data during a testing period. The user device determines that a portion of the data is missing based on an analysis of the received testing period data. The analysis of the received data includes an analysis of one or more blood glucose levels and an analysis of the dietary intake data, the medication data, and the activity data. The user device imputes the missing portion of the data with substitute data determined using predictive learning. The user device calculates a confidence level associated with the substitute data. The user device identifies, using the substitute data, a progression or a regression in a diabetic condition associated with the user.

Abstract: Diabetes care management system and method for transferring medical data from a handheld medical recording device to a host computer via a data transfer component. The steps of the data transfer component comprising detecting a data upload request and detecting a medical device ready to communicate, verifying a unique ID, receiving patient medical data, including an authentication token with patient medical data, and sending patient medical data along with the authentication token for association with a user account.

Abstract: A method includes: receiving, at a computing device, diabetes management data from a diabetes management device, wherein the diabetes management data does not include a blood glucose (bG) measurement; using the computing device, transmitting an indicator of an account and the diabetes management data to a diabetes management server. The method further includes, using the diabetes management server: creating a bG measurement entry for the account in a database, leaving empty a field of the bG measurement entry for a bG measurement in the bG measurement entry based on the diabetes management data not including a bG measurement; and storing the diabetes management data in one or more respective fields of the bG measurement entry. The method further includes, using the diabetes management server, generating a user interface for displaying data stored in the bG measurement entry and at least one other bG measurement entry associated with the account.

Abstract: Diabetes care management system and method for transferring medical data from a handheld medical recording device to a host computer via a data transfer component. The steps of the data transfer component comprising detecting a data upload request and detecting a medical device ready to communicate, verifying a unique ID, receiving patient medical data, including an authentication token with patient medical data, and sending patient medical data along with the authentication token for association with a user account.