Abstract: Embodiments of the present invention provide methods, apparatus, systems, computing devices, computing entities, and/or the like for evaluating an insurance claim. In accordance with one embodiment, a method is provided comprising: extracting data features for the insurance claim; processing the data features using a machine learning model to generate a plurality of potential denial data objects for a propensity to deny data object, wherein the propensity to deny data object represents a likelihood of the insurance claim being denied or underpaid and each potential denial data object represents a potential issue for the insurance claim and comprises a value representing an impact of the potential issue on the insurance claim being denied or underpaid; and processing at least one potential denial data object using a mitigating model to identify at least one mitigating action configured to cure the potential issue associated with the at least one potential denial data object.

Abstract: Systems, methods, and computer-readable media are disclosed for reducing healthcare claims denials. Example methods may include generating a predictive model to determine a likelihood an insurance claim will be denied, receiving insurance claim data associated with an insurance claim, generating a denial score based at least in part on the insurance claim data, and generating a denial defeat recommendation based at least in part on the insurance claim data, the denial defeat recommendation comprising an action item. Certain embodiments may include presenting the denial score and the denial defeat recommendation, and determining that the action item has been completed.

Abstract: An electric power generation system having two main sources of ac power comprises a first and a second main power conversion and distribution unit (MPCDU1, MPCDU2), each electrically coupled to one of the sources of ac power. The MPCDUs controllably supply ac electric power to an associated main distribution bus and additionally convert that power to a second type of power. This second type of power is supplied to an associated secondary distribution bus and to a converted power output. The system also includes an auxiliary source of ac power and an auxiliary power conversion and distribution unit (APCDU) which is electrically coupled to the auxiliary source. The APCDU controllably supplies ac electric power to a ground service distribution bus and additionally converts that power to a second type of power which is then supplied to an associated secondary distribution bus and to a converted power output.

Abstract: Prior power converters utilizing a plurality of switches operated by control circuitry include many components which are subject to failure. When such a failure occurs, it may prove difficult to isolate the problem and repair the power converter. In order to overcome this problem, a power converter is packaged as a plurality of identical line replaceable units each of which may be easily replaced in the event of a malfunction.