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We present the Modernizing Analytics for MELanoma (MAMEL) dataset: a real-world, dermatologyspecific research dataset specifically crafted to advance data mining and machine learning research in the field of melanoma diagnosis, analysis, and treatment. This dataset was collected and curated from Modernizing Medicine’s EMA DermatologyTM application, a cloud-based Electronic Health Record (EHR) platform...
The healthcare industry is a complex system with many moving parts. One issue in this field is the misuse of medical insurance systems, such as Medicare. In this paper, we build a machine learning model to detect when physicians exhibit anomalous behavior in their medical insurance claims. This new research has the potential to give some insight in determining if, and when, physicians are acting outside...
Healthcare has and continues to be an integral component in people's lives, especially for the rising elderly population. One such healthcare program that provides for the needs of the elderly is Medicare. It is important that any such program be affordable but, unfortunately, this is not always the case. Out of the many possible factors for the rising cost of healthcare, fraud is a major contributor,...
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