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The rising bad debts for unpaid medical treatments in hospitals pose serious problems in many countries. Researchers have started to use computational intelligence methods to construct models to classify bad debt as an important first step in debt recovery. However, the academic research dealing with this issue has been scarce. Previous studies have examined bad debt situations where only a small...
The cost of healthcare in the U.S. Has been rising with an alarming rate during the last two decades. One of the causes for the rising cost is medical bad debt. There is surprisingly very little research that explores the performance of computational intelligence and soft computing methods in improving bad debt recovery in the healthcare industry. This study examines the performance of an adaptive...
In the U.S. the healthcare industry is often plagued by unpaid bills, collection agency fees, and outstanding medical testing costs. All these factors contribute significantly to the rising cost of healthcare. Health care providers often have to treat patients on credit, especially in emergency and trauma cases. Unlike financial institutions health care providers do not collect financial information...
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