The use of computer technology in medical diagnosis and treatments nowadays is intensively prevalent and widespread across a large range of medical areas. Plenty of applications of pattern recognition have been applied in the field of bioinformatics. In this book, the author introduces the readers to discover the secrets of HIV-associated sensory neuropathy through computer learning theorem. Statistical pattern recognition--a novel and must-read instrument on clinical HIV distal neuropathic pain diagnosis.