EXHIBIT
      31


CERTIFICATION
      PURSUANT TO SECTION 302 OF THE SARBANES-OXLEY ACT OF 2002





I,
      Stephen D. Barnhill, certify that:





1.
      I have
      reviewed this quarterly report on Form 10-QSB of Health Discovery Corporation
      (the “Registrant”);





2.
      Based
      on my knowledge, this quarterly report does not contain any untrue statement
      of
      a material fact or omit to state a material fact necessary to make the
      statements made, in light of the circumstances under which such statements
      were
      made, not misleading with respect to the period covered by this quarterly
      report;





3.
      Based
      on my knowledge, the financial statements, and other financial information
      included in this quarterly report, fairly present in all material respects
      the
      financial condition, results of operations and cash flows of the Registrant
      as
      of, and for, the periods presented in this quarterly report;





4.
      The
      Registrant’s other certifying officers and I are responsible for establishing
      and maintaining disclosure controls and procedures (as defined in Exchange
      Act
      Rules 13a-15(e)) for the Registrant and have:





a)
      designed such disclosure controls and procedures, or caused such disclosure
      controls and procedures to be designed under our supervision, to ensure that
      material information relating to the Registrant, including its consolidated
      subsidiaries, is made known to us by others within those entities, particularly
      during the period in which this annual report is being prepared;





b)
      evaluated the effectiveness of the Registrant’s disclosure controls and
      procedures and presented in this report our conclusions about the effectiveness
      of the disclosure controls and procedures, as the end of the period covered
      by
      this report based on such evaluation; and





c)
      disclosed in this report any change in the Registrant’s internal control over
      financial reporting that occurred during the Registrants most recent fiscal
      quarter (the Registrant’s fourth fiscal quarter in the case of this report) that
      has materially affected, or is reasonably likely to materially affect, the
      Registrant’s internal control over financial reporting;





5.
      The
      Registrant’s other certifying officers and I have disclosed, base on our most
      recent evaluation of internal control over financial reporting, to the
      Registrant’s auditors and the audit committee of Registrant’s board of directors
      (or persons performing the equivalent functions):





a)
      all
      significant deficiencies in the design or operation of internal control over
      financial reporting which are reasonably likely to adversely affect the
      Registrant’s ability to record, process, summarize and report financial
      information; and





b)
      any
      fraud, whether or not material, that involves management or other employees
      who
      have a significant role in the Registrant’s internal control over financial
      reporting.





Date:
      May
      15, 2006      /s/
      Stephen D. Barnhill, M.D.


Stephen D. Barnhill, M.D.


Chief Executive Officer and Chairman