Health Discovery Corp. is a pattern recognition company, which engages in mathematical techniques to analyze data to uncover patterns primarily in the field of molecular diagnostics in the United States. The company is headquartered in Atlanta, Georgia and currently employs 3 full-time employees. The company went IPO on 2001-11-09. The firm operates primarily in the field of molecular diagnostics where such tools are used for scientific discovery. Its Support Vector Machine (SVM) assets in particular have applicability in various other fields. HDC's joint venture, SVM Capital, LLC (SVM Capital), applies SVM technology to the financial markets. The firm's principal asset is its intellectual property, which includes mathematical algorithms called SVM and Fractal Genomic Modeling (FGM), as well as biomarkers that the Company has developed by applying its SVM and FGM techniques to genetic and proteomic data. The company also owns the assets of Fractal Genomics, LLC, a company with FGM software. The FGM data analysis technique enables the mapping of genetic pathways involved in the diagnosis and prevention of certain diseases.

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