Health Discovery Corporation operates as a pattern recognition company that uses mathematical techniques to analyze data to uncover patterns primarily in the field of molecular diagnostics in the United States. Its intellectual property includes Support Vector Machines (SVM), which are mathematical algorithms; and biomarkers that are biological indicators or genetic expression signatures of certain disease states, as well as Fractal Genomic Modeling technology. The company was incorporated in 2001 and is based in Atlanta, Georgia.