Abstract: A sterile processing information system receives data from a hospital clinical system representing scheduled surgical procedures and identified hospital owned assets for the respective surgical procedures, and also receives third party asset data electronically in a parsable data format from the vendor inventory management system representing scheduled surgical procedures and the third party assets for the respective surgical procedure. The system manages the sterile processing of both hospital and third party assets, and in particular creates a count sheet with a barcode for each of the third party assets.

Abstract: In one embodiment, a method separates subscriber features generated from subscriber interaction with a video delivery service into feature dimensions and inputs the feature dimensions into a respective prediction network. Each prediction network is trained to output a respective dimension score. The method outputs dimension scores using parameters in the plurality of prediction networks that are trained using a variance term to control a variance of the plurality of feature dimensions and using a de-correlation term to control a correlation of the plurality of feature dimensions. The dimension scores are combined into a retention prediction score and an action is performed on the video delivery service for the subscriber based on the retention score.

Abstract: In one embodiment, a method separates subscriber features generated from subscriber interaction with a video delivery service into feature dimensions and inputs the feature dimensions into a respective prediction network. Each prediction network is trained to output a respective dimension score. The method outputs dimension scores using parameters in the plurality of prediction networks that are trained using a variance term to control a variance of the plurality of feature dimensions and using a de-correlation term to control a correlation of the plurality of feature dimensions. The dimension scores are combined into a retention prediction score and an action is performed on the video delivery service for the subscriber based on the retention score.

Abstract: An electronic monitoring system having one or more recording devices can be configured to detect a triggering event based on motion and/or sound and concurrently provide a rich push notification to a remote device for quickly viewing and/or monitoring the event via the push notification without requiring the remote device to execute a dedicated application program. The push notification can operate as a pop up message which can be pushed to the device and displayed via an operating system of the device. By providing event details in the push notification, such as a recorded image from the triggering event, and by providing dynamic updates with respect to the same push notification, which can include live and/or recorded event viewing, the monitoring system can be greatly improved.

Abstract: An electronic monitoring system having one or more recording devices can be configured to detect a triggering event based on motion and/or sound and concurrently provide a rich push notification to a remote device for quickly viewing and/or monitoring the event via the push notification without requiring the remote device to execute a dedicated application program. The push notification can operate as a pop up message which can be pushed to the device and displayed via an operating system of the device. By providing event details in the push notification, such as a recorded image from the triggering event, and by providing dynamic updates with respect to the same push notification, which can include live and/or recorded event viewing, the monitoring system can be greatly improved.

Abstract: A sterile processing information system receives data from a hospital clinical system representing scheduled surgical procedures and identified hospital owned assets for the respective surgical procedures, and also receives third party asset data electronically in a parsable data format from the vendor inventory management system representing scheduled surgical procedures and the third party assets for the respective surgical procedure. The system manages the sterile processing of both hospital and third party assets, and in particular creates a count sheet with a barcode for each of the third party assets.