Systems and methods for decoding payer identification in health care data records

Processing arrangements and methods are provided for the automated decoding or translation of information in healthcare data records, which are coded in a non-standardized or varying formats. A data record which contains information, a portion which is recognized and another portion of which is new,...

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Hauptverfasser: MOYER KEVIN, FRANKLIN DAVE, BLANTON ILENE, JAMES MARY KAY, PENNENTE KIMBERLY
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creator MOYER KEVIN
FRANKLIN DAVE
BLANTON ILENE
JAMES MARY KAY
PENNENTE KIMBERLY
description Processing arrangements and methods are provided for the automated decoding or translation of information in healthcare data records, which are coded in a non-standardized or varying formats. A data record which contains information, a portion which is recognized and another portion of which is new, is decoded or translated using a statistical mapping rule. The mapping rule assigns a most likely translation value to the information based on the recognized portion of the information. The statistical mapping rules are established by analysis of a set of previously decoded data records.
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subjects CALCULATING
COMPUTING
COUNTING
DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES
PHYSICS
SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR
title Systems and methods for decoding payer identification in health care data records
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