A method for displaying content items to a user based on selected goals from the user includes performing an initial assessment of a user, which includes retrieving at least one of measured patient disease management data and user-inputted patient disease management data from a user database, requesting additional information from the user for determining one or more goals, and receiving the additional information from the user via a user interface. The method includes recommending a plurality of goals based on the initial assessment and stored protocols related to disease management retrieved from a content database, receiving a selection of a goal from the user, receiving goal tracking information indicative of progress toward the selected goal, selecting one or more content items from the content database based on at least one of the selected goal and the goal tracking information, and displaying the selected one or more content items.

A method for displaying content items to a user based on selected goals from the user includes performing an initial assessment of a user, which includes retrieving at least one of measured patient disease management data and user-inputted patient disease management data from a user database, requesting additional information from the user for determining one or more goals, and receiving the additional information from the user via a user interface. The method includes recommending a plurality of goals based on the initial assessment and stored protocols related to disease management retrieved from a content database, receiving a selection of a goal from the user, receiving goal tracking information indicative of progress toward the selected goal, selecting one or more content items from the content database based on at least one of the selected goal and the goal tracking information, and displaying the selected one or more content items.

A user terminal apparatus is provided. The user terminal apparatus includes a camera configured to obtain a captured image; a storage configured to store a food intake history; a processor configured to extract a food image from the captured image and determine a food type of a food item included in the captured image based on feature information of the extracted food image and the previously stored food intake history; and a display configured to display relevant information about the determined food type.

A user terminal apparatus is provided. The user terminal apparatus includes a camera configured to obtain a captured image; a storage configured to store a food intake history; a processor configured to extract a food image from the captured image and determine a food type of a food item included in the captured image based on feature information of the extracted food image and the previously stored food intake history; and a display configured to display relevant information about the determined food type.

Systems and methods for monitoring food intake include an air pressure sensor for detecting ear canal deformation, according to some implementations. For example, the air pressure sensor detects a change in air pressure in the ear canal resulting from mandible movement. Other implementations include systems and methods for monitoring food intake that include a temporalis muscle activity sensor for detecting temporalis muscle activity, wherein at least a portion of the temporalis muscle activity sensor is coupled adjacent a temple portion of eyeglasses and disposed between the temple tip and the frame end piece. The temporalis muscle activity sensor may include an accelerometer, for example, for detecting movement of the temple portion due to mandibular movement from chewing.

Systems and methods for monitoring food intake include an air pressure sensor for detecting ear canal deformation, according to some implementations. For example, the air pressure sensor detects a change in air pressure in the ear canal resulting from mandible movement. Other implementations include systems and methods for monitoring food intake that include a temporalis muscle activity sensor for detecting temporalis muscle activity, wherein at least a portion of the temporalis muscle activity sensor is coupled adjacent a temple portion of eyeglasses and disposed between the temple tip and the frame end piece. The temporalis muscle activity sensor may include an accelerometer, for example, for detecting movement of the temple portion due to mandibular movement from chewing.

Systems, devices, and techniques are disclosed for administering and tracking medicine to patients and providing health management capabilities for patients and caregivers. In some aspects, a method includes receiving one or more analyte values associated with a health condition of the patient user; receiving contextual data associated with the patient user obtained by the mobile computing device, where the obtained contextual data includes information associated with a meal; determining a medicine metric value associated with an amount of medicine active in the body of the patient user; autonomously calculating a dose of the medicine without input from the user based at least on the one or more analyte values, the medicine metric value, and the information associated with a meal; and continuously displaying the calculated dose of the medicine.

Systems, devices, and techniques are disclosed for administering and tracking medicine to patients and providing health management capabilities for patients and caregivers. In some aspects, a method includes receiving one or more analyte values associated with a health condition of the patient user; receiving contextual data associated with the patient user obtained by the mobile computing device, where the obtained contextual data includes information associated with a meal; determining a medicine metric value associated with an amount of medicine active in the body of the patient user; autonomously calculating a dose of the medicine without input from the user based at least on the one or more analyte values, the medicine metric value, and the information associated with a meal; and continuously displaying the calculated dose of the medicine.

An apparatus for generating a metabolism model may include a processor configured to obtain a predetermined number of bio-information profiles from a bio-sensor, extract a representative bio-information profile from the obtained predetermined number of bio-information profiles, and generate the metabolism model for correcting an error of the bio-sensor by using the extracted representative bio-information profile.

A system for arranging and executing transport of alimentary components. Data is received by at least a server based off one or more diagnostic outputs of biological extractions, performed by a diagnostic engine, and a transport request based on the diagnostic outputs and other data pertaining to the user is transmitted to a client device associated with one or more physical performance entities. Based on the geographic location of the user and the transport request, one or more physical performance entities configured to transmit alimentary components aligning with the transport request are identified, and the transport request is transmitted to the client device based on a determination by the at least a server that the one or more physical performance entities include an ability to execute the transport request.