Health Discovery (HDVY) 10-K 2014 FY Annual report

EXHIBIT 23.1

Consent of Independent Registered Public Accounting Firm

Health Discovery Corporation

Atlanta, Georgia

We hereby consent to the incorporation by reference in the Registration Statements on Form S-8 (No. 333-171059 and No. 333-173968) of Health Discovery Corporation of our report dated March 31, 2015, relating to the consolidated financial statements included the Annual Report on Form 10-K for the year ended December 31, 2014.

Respectfully submitted,

/s/ Frazier & Deeter, LLC

Atlanta, Georgia

March 31, 2015