Exhibit 23.1

Consent of Independent Registered Public Accounting Firm

iCAD, Inc.

Nashua, New Hampshire

We hereby consent to the incorporation by reference in the Prospectus constituting a part of this Registration Statement on Form S-3 of our report dated March 30, 2018, relating to the consolidated financial statements of iCAD, Inc. appearing in the Company’s Annual Report on Form 10-K for the year ended December 31, 2017.

We also consent to the reference to us under the caption “Experts” in the Prospectus.

/s/ BDO USA, LLP

Boston, Massachusetts

January 31, 2019