Abstract: Methods and apparatus for providing a treatment recommendation for a patient having a depression disorder. The method comprising receiving patient information including patient responses to each of a plurality of questions provided on a questionnaire, processing, with a trained statistical model, at least some of the received patient information to determine treatment recommendation information for the patient, and transmitting the treatment recommendation information to an electronic device.

Abstract: Methods and systems for ensuring patient initiation of a treatment regime. A patient may provide one or more patient parameters including, for example, medical history of the patient, socio-demographic data of the patient, and behavioral health symptoms of the patient. An engagement model may then predict whether the patient is likely to initiate a treatment regime, as well as the reasons why the patient may not initiate the treatment regime. Clinicians may then take appropriate steps to ensure the patient initiates treatment.

Abstract: An electronic device, a controlling method thereof, and a server device are provided. The electronic device includes a display, a communicator configured to communicate with a server, and a processor configured to obtain information on a start point and an end point to create a shortcut file of a portion of a content displayed on the display according to a user input and transmit the information to the server through the communicator, and in response to the content being selected according to a user input, receive, from the server, information on a shortcut file on a portion of the content created based on information on the start point and the end point and a pre-stored different shortcut file relating to the content, and provide the information to the display.