Abstract: Systems and methods for reducing revenue leakage involve identifying from a database containing information regarding treatment of a patient by a medical services provider and conducting a keyword search within the database based on keywords commonly associated with billable services. When a keyword of interest is located within the database, a data mining search of words preceding and following the located keyword of interest is conducted to identify any modifiers relevant to the located keyword of interest. Then, the located keyword and any identified modifiers are used to identify one or more unbilled services, and action is taken to facilitate billing of the one or more unbilled services. The ability to access data from multiple disparate data sources utilizing NLP, Virtual Machines and HL7 messaging will benefit the service provider by improving processes and training clinicians how to be more succinct and to find all appropriate opportunities to recognize revenue when costs have been incurred.

Abstract: An apparatus and method for selecting and processing text or images and applying the text or images to a variety of plastic cards. This system allows a user to select or upload images, select or type text and apply the image to either a dispensed plastic card similar in size to a standard credit or gift card. The system can restrict placement of images and text to pre-specified areas of a card based upon the card selected. The method can be used on the Internet to select images and text to apply to card products being purchased. The system can restrict fonts, size and colors based upon the card selected.