Abstract: Examples provide for multichannel attribution of member-related offline purchase data with member-related online activity data associated with a featured item entry for an item featured on a webpage. An attribution manager correlates the offline purchase data associated with the featured item and items related to the featured item with the online activity data, such as views and clicks associated with the featured item entry. The attribution manager generates a multichannel attribution report including multichannel attribution data, including attribution level data and time window data. The attribution level data includes direct attribution data, complementary item attribution data and common brand attribution data. The time window data includes identification of a time window during which member purchase of instances of the featured item take place subsequent to member online activity associated with the featured item. The attribution report is presented to users via a user interface device.

Abstract: A method for selecting a target cell by a user equipment (UE), includes: detecting a movement of the UE based on a change in a location of the UE and a change in a measured signal power of a serving cell; determining personalized data of a user based on a plurality of user contextual parameters; predicting a destination of the user, and one or more target cells across a path of the user to the destination based on the determined personalized data of the user and the detected movement of the UE; and selecting the target cell from the one or more target cells, based on an artificial intelligence (AI) model. The AI model is configured to update weights of one or more network quality parameters.

Abstract: An immobilization apparatus having at least one or more straps that engage a surface; wherein at least one of the straps comprises a force gauge to determine the amount of force applied to a patient immobilized with said straps; wherein the position of the patient is replicable for treatment of radiation and other head or neck treatments.

Abstract: An immobilization apparatus having at least one or more straps that engage a surface; wherein at least one of the straps comprises a force gauge to determine the amount of force applied to a patient immobilized with said straps; wherein the position of the patient is replicable for treatment of radiation and other head or neck treatments.