Abstract:Negative samples in health and medical insurance domain refer to fraudulent or erroneous insurance claims that may include inconsistent diagnosis-procedure relations with respect to a medical coding system. Unfortunately, only a few datasets are publicly available for research in health insurance domain, yet none reports any negative claims. On the other hand, negative claims are essential not only to develop new machine learning approaches, but also to test and validate automated artificial intelligence syste… Show more
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