Exhibit 99.1

                                                                    NEWS RELEASE


For Immediate Release



                ICAD REPORTS 145% INCREASE IN FIRST QUARTER SALES

NASHUA, New Hampshire (May 3, 2004) - iCAD, Inc. (Nasdaq:  ICAD), which designs,
develops and markets  Computer  Aided  Detection  (CAD) imaging  technology  and
systems for the early detection of breast cancer and other medical applications,
today reported its operating results for the first quarter of 2004.

On December 31, 2003,  iCAD  completed its merger with and  acquisition  of CADx
Systems, Inc. and its parent company Qualia Computing, Inc. (together,  "CADx"),
bringing  together two of the three  companies  approved by the US Food and Drug
Administration  (FDA) to market CAD solutions for breast cancer  applications in
the United States.  iCAD's  financial  results for the first quarter of 2003, as
reported in this news release,  do not include any contribution by CADx Systems,
Inc. or its parent company.

For the quarter ended March 31, 2004,  iCAD, Inc. ("the Company")  reported that
its sales increased 145% to approximately $5.4 million, when compared with sales
of  approximately  $2.2 million in the three  months  ended March 31, 2003.  The
sales increase was primarily due to the Company's acquisition of CADx, which was
effective December 31, 2003.

Gross  margin  improved to 66% of sales in the first  quarter of 2004,  compared
with 59% of sales in the prior-year period,  reflecting  manufacturing economies
at increased  sales levels and a higher  margin  contribution  from the acquired
CADx product lines.

Operating  expenses in the first  quarter of 2004 totaled  $5,331,234,  compared
with  $1,220,197  in the  quarter  ended  March 31,  2003.  Increased  operating
expenses   were   attributable   to  (1)   combined   overhead   and   operating
infrastructures in the period immediately following the merger of iCAD and CADx,
and (2) nonrecurring  operating expenses  associated with cost reduction actions
following  the merger.  During the first  quarter of 2004 (and as planned),  the
Company  reduced its workforce by  approximately  36%;  closed offices in Tampa,
Florida and San Rafael,  California;  and reduced or eliminated  duplication  in
marketing,   administrative   and  other   activities.   The  Company   incurred
approximately $525,000 in non-recurring severance and office closure expenses in
the quarter ended March 31, 2004 in connection with these measures.


                                                                               1



Primarily as a result of the expenses  relating to the  duplication  of overhead
resulting from the merger,  which were reduced during the first quarter of 2004,
and certain  non-recurring  expenses associated with cost reduction actions, the
Company  reported a net loss of ($1,899,401) or ($0.06) per share, for the three
months ended March 31, 2004,  compared with net income of $76,558,  or $0.00 per
share, in the first quarter of 2003.

"We are very pleased with our  achievements  during the first  quarter of 2004,"
commented W. Scott Parr,  President and Chief  Executive  Officer of iCAD,  Inc.
"Following  the  acquisition  of CADx, we have  consolidated  and positioned our
current products; organized,  supported and greatly expanded our sales channels;
and  substantially   reduced  overhead  and  our  breakeven  points.  Our  sales
accelerated towards the end of the first quarter,  our margins are healthy,  and
our products are well regarded in the medical imaging industry. Over the balance
of 2004, we anticipate additional  achievements as we introduce and aggressively
market our new,  lower-cost Second Look 200 solutions for the early detection of
breast cancer, along with ClickCAD  fee-per-procedure  programs that should make
Computer Aided Detection technology  affordable and accessible to smaller volume
mammography clinics and all women at risk of breast cancer."

"During a period of  consolidation  and attention to  profitability,"  continued
Parr,  "we have also  redirected  our  research  and  engineering  resources  to
accelerate  the  delivery of new  products  that apply our core CAD and clinical
decision support technologies to additional medical applications,  including the
early  detection of lung and colon  cancer.  We expect  significant  progress in
these and additional areas during the balance of 2004."

THE COMPANY WILL HOST A  CONFERENCE  CALL TODAY,  MAY 3, 2004,  AT 11:00 AM EDT.
SHAREHOLDERS AND OTHER INTERESTED PARTIES CAN PARTICIPATE IN THE CONFERENCE CALL
BY  DIALING  800-915-4836  OR FOR  INTERNATIONAL/LOCAL  PARTICIPANTS  BY DIALING
973-317-5319, A FEW MINUTES BEFORE 11:00 A.M. ON MAY 3, 2004. THE CALL WILL ALSO
BE  BROADCAST  LIVE ON THE  INTERNET AT  HTTP://WWW.FIRSTCALLEVENTS.COM/SERVICE/
AJWZ405462738GF12.HTML.  A REPLAY OF THE  CONFERENCE  CALL WILL BE AVAILABLE TWO
HOURS AFTER THE COMPLETION OF THE CONFERENCE CALL FROM MAY 3, 2004 UNTIL MAY 10,
2004  BY  DIALING   800-428-6051  FOR  PARTICIPANTS  IN  THE  US/CANADA  OR  FOR
INTERNATIONAL/LOCAL  PARTICIPANTS, CALL 973-709-2089 AND ENTER THE CONFERENCE ID
352990.    THE    CALL    WILL    ALSO    BE    ARCHIVED    FOR   90   DAYS   AT
HTTP://WWW.FIRSTCALLEVENTS.COM/SERVICE/AJWZ405462738GF12.HTML.


ABOUT ICAD, INC.

iCAD develops,  engineers,  manufactures  and markets  computer aided  detection
(CAD)  products for the early  detection of breast cancer and other  health-care
related applications.  Early detection of breast cancer can save lives and often
permits less costly, less invasive and less disfiguring cancer treatment options


                                                                               2



than when the cancer is detected at a later stage. Computer-aided detection from
iCAD can detect 25% of breast  cancers,  an  average of 14 months  earlier  than
screening mammography alone.

iCAD is the only  independent,  integrated  digitizer  hardware and CAD software
company offering  computer aided detection  solutions.  As such, iCAD is able to
reduce  costs at each step in the CAD product  design,  production  and assembly
process.  The Company  believes  its  vertical  integration  of CAD and hardware
development  results  in  better  integration  of  software  and film  digitizer
components,  lower production costs and reduced administrative  overhead.  These
achievements  have allowed iCAD to  progressively  enhance its CAD product line,
while  reducing the costs of CAD to many  customers  and allowing  more women to
realize the benefits inherent in the early detection of breast cancer.

On December 31, 2003,  iCAD merged with and acquired CADx Systems,  Inc. and its
parent  company  Qualia  Computing,  Inc.,  bringing  together  two of the three
companies  approved  by the US Food and  Drug  Administration  (FDA)  to  market
computer  aided (CAD)  systems for the  detection of breast cancer in the United
States.  The Company is  headquartered  in Nashua,  New Hampshire and its common
stock is  listed on The  Nasdaq  Stock  Market  under the  symbol  "ICAD".  More
information on iCAD's products can be found at www.icadmed.com.

"SAFE HARBOR"  STATEMENT UNDER THE PRIVATE  SECURITIES  LITIGATION REFORM ACT OF
1995:   Certain   statements   contained   in  this  News   Release   constitute
"forward-looking  statements"  within  the  meaning  of the  Private  Securities
Litigation Reform Act of 1995. Such forward-looking  statements involve a number
of known and unknown risks,  uncertainties and other factors which may cause the
actual  results,  performance  or  achievements  of the Company to be materially
different  from any future  results,  performance or  achievements  expressed or
implied by such  forward-looking  statements.  Such factors include, but are not
limited to, the risks of uncertainty of patent protection,  the impact of supply
and  manufacturing  constraints  or  difficulties,  product  market  acceptance,
possible   technological   obsolescence,    increased   competition,    customer
concentration  and other risks detailed in the Company's  other filings with the
Securities  and  Exchange  Commission.   The  words  "believe",   "demonstrate",
"intend", "expect", "estimate",  "anticipate", "likely", and similar expressions
identify  forward-looking  statements.  Readers are cautioned not to place undue
reliance on those  forward-looking  statements,  which speak only as of the date
the  statement  was made.  The  Company is under no  obligation  to provide  any
updates to any information contained in this release.

                      For more information on iCAD, Inc.,
                  contact, Ed Coghlan at (818) 893-7453 or via
                         email at edcoghlan@icadmed.com


                                                                               3



                        ICAD, INC.

          CONSOLIDATED STATEMENTS OF OPERATIONS




                                                                   THREE MONTHS         THREE MONTHS
                                                                  March 31, 2004       March 31, 2003
                                                                  --------------       --------------
                                                                   (unaudited)           (unaudited)
                                                                                 
Sales                                                             $    5,426,881       $    2,214,012
Cost of sales                                                          1,829,246              909,585
                                                                  --------------       --------------
Gross margin                                                           3,597,635            1,304,427
                                                                  --------------       --------------
Operating expenses:
  Engineering and product development                                  1,712,041              584,253
  General and administrative                                           1,379,506              396,232
  Marketing and sales                                                  2,239,687              239,712
                                                                  --------------       --------------
      Total operating expenses                                         5,331,234            1,220,197

                                                                  --------------       --------------
Income (loss) from operations                                         (1,733,599)              84,230

Interest expense - net                                                   165,802                7,672
                                                                  --------------       --------------

Net income (loss)                                                     (1,899,401)              76,558

Preferred dividend                                                        33,250               36,505

                                                                  --------------       --------------
Net income (loss) available to common stockholders                $   (1,932,651)      $       40,053
                                                                  ==============       ==============

Net income (loss) per share
     Basic and diluted                                            $        (0.06)      $         0.00

Weighted average number of shares used in
  computing earnings per share
     Basic and diluted                                                33,708,252           26,350,248



                                                                               4



                 ICAD, INC. AND SUBSIDIARIES

                 CONSOLIDATED BALANCE SHEETS



                                                                     March 31,          December 31,
                                                                  --------------       --------------
                           Assets                                      2004                 2003
                          --------                                --------------       --------------
                                                                                 
Current assets:
  Cash and equivalents                                            $    3,940,120       $    5,101,051
  Trade accounts receivable, net of allowance for doubtful
    accounts of $319,543 in 2004 and $105,000 in 2003                  2,524,817            3,343,296
  Inventory                                                            1,180,922            2,123,642
  Prepaid and other current assets                                       986,079              547,014
                                                                  --------------       --------------
      Total current assets                                             8,631,938           11,115,003
                                                                  --------------       --------------

Property and equipment:
  Equipment                                                            1,914,199            1,825,147
  Leasehold improvements                                                  37,904               26,489
  Furniture and fixtures                                                 135,544              133,562
                                                                  --------------       --------------
                                                                       2,087,647            1,985,198
  Less accumulated depreciation and amortization                         768,699              717,635
                                                                  --------------       --------------
      Net property and equipment                                       1,318,948            1,267,563
                                                                  --------------       --------------

Other assets:
  Patents, net of accumulated amortization                               366,949              379,178
  Technology intangibles, net of accumulated amortization              5,426,151            5,580,172
  Tradename, Distribution agreements and other,
    net of accumulated amortization                                    1,025,467            1,115,000
  Goodwill                                                            43,261,952           43,205,220
                                                                  --------------       --------------
      Total other assets                                              50,080,519           50,279,570
                                                                  --------------       --------------

      Total assets                                                $   60,031,405       $   62,662,136
                                                                  ==============       ==============

            Liabilities and Stockholders' Equity
            ------------------------------------
Current liabilities:
  Accounts payable                                                $    2,351,248       $    3,979,488
  Accrued interest                                                       476,581              333,652
  Accrued expenses                                                     2,207,081            1,988,476
  Deferred revenue                                                       319,986              216,500
  Convertible subordinated debentures                                     10,000               10,000
  Current maturities of notes payable                                  1,535,126            1,233,390
                                                                  --------------       --------------
      Total current liabilities                                        6,900,022            7,761,506

Loans payable to related party                                         3,630,000            3,630,000
Notes payable, less current maturities                                 3,056,155            3,375,000
                                                                  --------------       --------------
     Total liabilities                                                13,586,177           14,766,506
                                                                  --------------       --------------

Commitments and contingencies

Stockholders' equity:
  Convertible preferred stock, $ .01 par value:  authorized
     1,000,000 shares; issued and outstanding
     7,435 in 2004 and 7,435 in 2003, with the aggregate
     liquidation value of $1,257,500 in 2004 and 2003, plus
     7% annual dividend                                                       74                   74
  Common stock, $ .01 par value:  authorized
    50,000,000 shares; issued 33,844,809 in 2004
    and 33,704,809 shares in 2003; outstanding
    33,776,933 in 2004  and 33,636,933 shares in 2003                    338,448              337,048
  Additional paid-in capital                                         120,842,989          120,395,390
  Accumulated deficit                                                (73,786,019)         (71,886,618)
  Treasury stock at cost (67,876 shares)                                (950,264)            (950,264)
                                                                  --------------       --------------
      Total Stockholders' equity                                      46,445,228           47,895,630
                                                                  --------------       --------------

      Total liabilities and stockholders' equity                  $   60,031,405       $   62,662,136
                                                                  ==============       ==============



                                                                               5