Abstract: Provided herein are microfluidic arrays and miR panels useful in the identification of human subjects experiencing or at risk of experiencing an acute heart allograft rejection. Further provided are methods of identifying human subjects experiencing or at risk of experiencing an acute heart allograft rejection, including Acute Cellular Rejection (ACR) or antibody-mediated rejection (AMR). Further provided are system, apparatus, device, method and/or computer program product aspects, and/or combinations and sub-combinations thereof, for detecting an allograft rejection.

Abstract: Systems and methods for assessment and management of adverse event risks in mechanical circulatory support patients are described herein. The method for post-operative risk mitigation in patients with an implanted Ventricular Assist Device (VAD) can include receiving a plurality of features relating to an attribute associated with the patient and ingesting at least some of the features into a multistate model. The multistate model can include a plurality of states, each corresponding to a patient condition. The method can include generating with the multistate model a daily prediction of a likelihood of the patient developing at least one of the conditions corresponding to the plurality of states in a predetermined time period, and controlling a user interface to output an indicator of the likelihood of the patient developing the at least one of the conditions in the predetermined time period.

Abstract: Interactive advertisement by capturing images from the content, including: enabling an end user device to capture an image on a screen when a user viewing content on the end user device notices product or service which interests the user; receiving and processing the captured image by generating tags of the captured image and category information of the tags; sending the category information to the end user device to display it to the user, wherein the user selects a category from the category information; receiving and processing the selected category and corresponding tags; and obtaining and sending detailed information related to the processed tags to the end user device. Keywords include interactive advertisement.