Abstract: A method and system for assessing the risk of a cardiac event in a patient which utilizes real-time and historical data from Electronic Medical Record (EMR) systems is described. A risk of a cardiac event is estimated, in real-time or near-real-time, for a patient who is currently in a hospital emergency department. Batch data for one or more past patients is extracted from EMRs into a machine learning model. Using the machine learning model, a risk level for one or more past patients is calculated. A real-time database is constructed from streams of real-time Health Level 7 (HL7) clinical data, wherein at least one stream of real-time HL7 data is associated with the current patient, and a risk prediction is estimated by joining the calculated risk level for the patient in the machine learning model with the real-time HL7 clinical data from the patient.

Abstract: In aspects of fast television channel change initiated from a second screen device, a mobile device implemented as the second screen device can receive a navigation input in a viewport displayed on an integrated display of the mobile device. Video selection options for video content are displayed in the viewport on the integrated display of the mobile device responsive to the navigation input. A content display application on the mobile device can determine video identifiers of the video content for each of the video selection options displayed in the viewport, where each video identifier uniquely identifies a respective video content. The mobile device can then communicate the video identifiers to a first screen device, such as a television display device, that initiates a request to a video content server for initial video data corresponding to each of the video content based on the video identifiers received from the mobile device.

Abstract: In aspects of fast television channel change initiated from a second screen device, a mobile device implemented as the second screen device can receive a navigation input in a viewport displayed on an integrated display of the mobile device. Video selection options for video content are displayed in the viewport on the integrated display of the mobile device responsive to the navigation input. A content display application on the mobile device can determine video identifiers of the video content for each of the video selection options displayed in the viewport, where each video identifier uniquely identifies a respective video content. The mobile device can then communicate the video identifiers to a first screen device, such as a television display device, that initiates a request to a video content server for initial video data corresponding to each of the video content based on the video identifiers received from the mobile device.