Health Discovery Corp is a machine learning company that uses advanced mathematical techniques to analyze large amounts of data to uncover patterns that might otherwise be undetectable. The company operates in the field of molecular diagnostics where such tools are critical to scientific discovery. It owns a patent portfolio of machine learning technology, including certain pioneer patents on Support Vector Machine. The company recognizes revenue principally from license and royalty fees for intellectual property and from development agreements with research partners.