AS FILED WITH THE SECURITIES AND EXCHANGE COMMISSION ON SEPTEMBER 19, 2003

                                                     REGISTRATION NO. 333-107611
================================================================================

                                  UNITED STATES
                       SECURITIES AND EXCHANGE COMMISSION
                             WASHINGTON, D.C. 20549

                                 AMENDMENT NO. 2
                                       TO
                                    FORM S-3

                             REGISTRATION STATEMENT
                                      UNDER
                           THE SECURITIES ACT OF 1933

                                   iCAD, INC.
             (Exact name of registrant as specified in its charter)

            Delaware                                      02-0377419
(State or other jurisdiction of             (I.R.S. Employer Identification No.)
Incorporation or organization)

                            4 Townsend West, Suite 17
                           Nashua, New Hampshire 03063
                                 (603) 882-5200
    (Address, including zip code, and telephone number, including area code,
                  of registrant's principal executive offices)

                     W. Scott Parr, Chief Executive Officer
                                   iCAD, Inc.
                            4 Townsend West, Suite 17
                           Nashua, New Hampshire 03063
                                 (603) 882-5200
       (Name, address, including zip code, and telephone number, including
                        area code, of agent for service)

                                   Copies to:

                             Robert J. Mittman, Esq.
                                Ethan Seer, Esq.
                                 Blank Rome LLP
                              405 Lexington Avenue
                            New York, New York 10174
                             Telephone (212 885-5000
                            Facsimile: (212) 885-5001

Approximate date of proposed commencement of sale to public: As soon as
practicable after this Registration Statement becomes effective.



If the only securities being registered on this form are being offered pursuant
to dividend or interest reinvestment plans, please check the following box. |_|

If any of the securities being registered on this form are to be offered on a
delayed or continuous basis pursuant to Rule 415 under the Securities Act of
1933, other than securities offered only in connection with dividend or interest
Investment plans please check the following box. |X|

If this form is filed to register additional securities for an offering pursuant
to Rule 462(b) under the Securities Act, check the following box and list the
Securities Act registration statement number of the earlier registration
statement for the same offering. |_|

If this form is a post-effective amendment filed pursuant to Rule 462(c) under
the Securities Act, check the following box and list the Securities Act
registration statement number of the earlier effective registration for the same
offering. |_|

If delivery of the prospectus is expected to be made pursuant to Rule 434, check
the following box. |_|

The Registrant hereby amends this Registration Statement on such date or dates
as may be necessary to delay its effective date until the Registrant shall file
a further amendment which specifically states that this Registration Statement
shall thereafter become effective in accordance with Section 8(a) of the
Securities Act of 1933, as amended, or until the Registration Statement shall
become effective on such date as the Commission, acting pursuant to said Section
8(a), may determine.



PROSPECTUS

                                   iCAD, INC.

                         500,000 shares of Common Stock

      The selling stockholder listed on page 14 of this prospectus is offering
for resale up to 500,000 shares of common stock beneficially owned by it. The
common stock may be offered from time to time by the selling stockholder through
ordinary brokerage transactions in the over-the-counter markets, in negotiated
transactions or otherwise, at market prices prevailing at the time of sale or at
negotiated prices and in other ways as described in the "Plan of Distribution".

      We will not receive any of the proceeds from the sale of the shares by the
selling stockholder.

      Our common stock is listed on the Nasdaq SmallCap Market under the symbol
"ICAD" On September 18, 2003, the last sale price of our common stock as
reported by Nasdaq was $3.24 per share.

      Investing in our common stock involves a high degree of risk. For more
information, see "Risk Factors" beginning on page 3.

      Neither the Securities and Exchange Commission nor any state securities
commission has approved or disapproved of these securities or determined if this
prospectus is truthful or complete. Any representation to the contrary is a
criminal offense.

               The date of this prospectus is September   , 2003



                                Table of Contents

                                                                            Page

Forward-looking Statements .................................................   3
The Company ................................................................   3
Risk Factors ...............................................................   3
Use of Proceeds ............................................................  13
Selling Stockholder ........................................................  14
Plan of Distribution .......................................................  14
Legal Matters ..............................................................  17
Experts ....................................................................  17
Where You Can Find More Information ........................................  17
Incorporation of Certain Documents By Reference ............................  17


                                       2


                           Forward-looking Statements

      Certain statements in this Registration Statement or the documents
incorporated by reference in this Registration Statement constitute
"forward-looking statements" within the meaning of the Private Securities
Litigation Reform Act of 1995. These forward-looking statements involve known
and unknown risks, uncertainties and other factors which may cause the actual
results, performance or achievements of iCAD, Inc. to be materially different
from any future results, performance or achievements expressed or implied by
such forward-looking statements. Such factors include, among others, those set
forth under the caption "Risk Factors." The words "believe," "expect,"
"anticipate," "intend," and "plan" and similar expressions identify
forward-looking statements. Readers are cautioned not to place undue reliance on
any of these forward-looking statements, which speak only as of the date of the
statement was made. iCAD, Inc. undertakes no obligation to update any
forward-looking statement.

                                   The Company

      The Company manufactures and distributes a computer-aided (CAD) system
used in the early detection of breast cancer. iCAD offers the fastest CAD system
available, the only system to look for asymmetries, and the most effective
system available to detect breast masses.

      iCAD, the only vertically integrated company in its market, also
manufactures medical film digitizers for a variety of medical imaging and other
applications.

      iCAD was incorporated under the laws of the State of Delaware in 1984
under the name Howtek, Inc. and changed its name to iCAD, Inc. in June 2002. Its
principal executive offices are located at 4 Townsend West, Suite 17, Nashua,
New Hampshire 03603, and its telephone number is (603) 882-5200.

      Unless the context requires otherwise, reference in this prospectus to
"we", "us" ,"our", "iCAD", or "Company" refers to Icad, Inc. and its
subsidiaries.

                                  Risk Factors

      We operate in a changing environment that involves numerous known and
unknown risks and uncertainties that could materially adversely affect our
operations. The following highlights some of the factors that have affected, and
in the future could affect, our operations.

Our business is subject to a number of risks including the risks set forth
below.

The migration of our principal lines of business over the past three years has
resulted in declining sales and a dependence upon our medical imaging products.

      In 1999 we decided to shift our business focus from prepress and graphic
arts products, which then accounted for a majority of our revenues, to our
products for use in the medical and photographic markets, which we believed
would provide us with higher margins. In 2002, we acquired a privately held
software development company with an FDA approved system for computer-aided
detection of breast cancer, and further narrowed our business focus to
concentrate primarily on its new CAD medical software and systems business, and
secondarily


                                       3


on our existing medical digitizer business. In the fourth quarter of 2002 we
completed the licensing and divestiture of our graphic arts and prepress
business lines. As a result of this migration, our revenues declined from
approximately $7.8 million in 2000 to approximately $5.0 million in 2002 and we
have become totally dependent upon sales of our CAD medical imaging and
digitizer products. There can be no assurance that these actions will result in
increased sales or that any such increase will offset the reduction in sales as
a result of our divestiture of our prepress and graphic arts and photographic
products.

We have incurred significant annual losses and we may not be able to achieve and
sustain future profitability.

      As of December 31, 2002, we have incurred losses in excess of $60 million
in the aggregate since our inception, including a net loss of approximately $9.4
million during the year ended December 31, 2002. Although we reported net income
of $76,558 in the first quarter of 2003 on sales of $2,214,012 we reported a net
loss of $1,285,144 in the second quarter of 2003 on sales of $1,337,517. Results
for the first quarter of 2003 may not be indicative of future performance. There
can be no assurance that we will be able to achieve and sustain future
profitability.

Our medical digitizer business has been adversely affected by our acquisition
and commercialization of a CAD product line.

      Prior to acquisition of a CAD product line, we promoted our medical
digitizer line to a variety of current and prospective customers offering or
seeking to offer their own CAD products. With the acquisition of a CAD product
line, we have entered into a competitive or potentially competitive position
with respect to such current and prospective customers, which has, in some
cases, led current and prospective customers to seek alternative suppliers of
medical digitizers. Our sales and marketing efforts, moreover, have concentrated
on CAD products during 2002, and we have limited development and support of our
medical digitizer product channels during this time. There can be no assurance
that these actions will result in increased sales of CAD products or that sales
of our medical digitizer products will not continue to decline.

      We may need additional financing to implement our strategy and expand our
business.

      We may need additional debt or equity financing to pursue our strategy and
increase sales in the medical markets. Any financing that we need may not be
available at all and, if available, may not be available on terms that are
acceptable to us. Our failure to obtain financing on a timely basis, or on
economically favorable terms, could prevent us from continuing our strategy or
from responding to changing business or economic conditions, and could cause us
to experience difficulty in withstanding adverse operating results or competing
effectively.


                                       4


Because some of our medical digitizers are incorporated into original equipment
manufacturers' products which are regulated by the Food and Drug Administration,
or FDA, our sales of these products are in part dependent upon these third
parties obtaining FDA approval for their products.

      Our medical digitizers are incorporated into products sold by third-party
original equipment manufactures, or OEMs. Some of these OEM products are
regulated by the FDA and require FDA approval, prior to marketing the products
in the United States. Obtaining FDA approval is a lengthy process and is handled
by the third-party OEM. Accordingly, we are not in control of the process. In
the event that we are unable to maintain its relationship with the OEM's which
incorporate our products or enter into agreements with additional OEM's whose
subsequently receive FDA approval, our business operating results and prospects
will suffer.

Because a portion of our sales are outside the United States, we are subject to
additional risks, including devaluations of foreign currencies, instability in
key geographic markets, tariffs and other trade barriers which are not within
our control.

      Our international sales subject us to the risk of loss in the event of
devaluation of foreign currencies in which sales are made between the time of
contract and payment. We do not enter into currency hedging transactions. In
addition, our international sales would be adversely affected by political,
social or economic instability or the imposition of tariffs and other trade
barriers in the geographic markets in which we sell our products.

Because we face intense competition for our products, price discounting often
occurs and may adversely affect our operating results.

      We compete with a variety of companies for sales of our medical imaging
products. As a result, discounting among manufacturers and distributors of our
products is intense. Increased price discounting could adversely effect our
gross margins and operating results. We may not be able to effectively compete
in the future and we may be required to discount our products to increase sales.

Our products may become obsolete.

      Our ability to compete effectively will depend, in large part, on our
ability to offer state of the art products. Our competitors might develop and
sell new products that are technically superior to our current product line that
could result in our inability to sell existing products or our inability to sell
our products without offering a significant discount. We cannot give any
assurance that our products will not become obsolete in the future or that we
will be able to upgrade our product line or introduce new products if required.

We depend upon a limited number of suppliers and manufacturers for our products,
and certain components in our products may be available from a sole or limited
number of suppliers.

      Our products are generally either manufactured and assembled for us by a
sole manufacturer, by a limited number of manufacturers or assembled by us from
supplies we obtain from a limited number of suppliers. Critical components
required to manufacture these products,


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whether by outside manufacturers or directly, may be available from a sole or
limited number of component suppliers. We generally do not have long-term
arrangements with any of our manufacturers or suppliers. The loss of a sole or
key manufacturer or supplier would impair our ability to deliver products to
customers in a timely manner and would adversely affect our sales and operating
results. Our business would be harmed if any of our manufacturers or suppliers
could not meet our quality and performance specifications and quantity and
timing requirements.

We may be unable to secure cooperation from manufacturers of digital mammography
equipment necessary for us to develop and offer CAD systems for use with such
digital mammography systems.

      We require cooperation from the manufacturer of digital mammography
systems to modify our CAD software for use with and display in connection with
digital mammography systems produced by these manufacturers. As potential
customers supplement or replace current film-based mammography devices with
digital mammography systems the refusal or unwillingness of any such
manufacturer of digital mammography systems to cooperate with us could adversely
affect our ability to market our products.

Provisions of our corporate charter documents and Delaware law could delay or
prevent a change of control.

      Our certificate of incorporation authorizes our board of directors to
issue up to 1,000,000 shares of preferred stock. The preferred stock may be
issued in one or more series, the terms of which may be determined at the time
of issuance by our board of directors, without further action by stockholders,
and may include, among other things, voting rights (including the right to vote
as a series on particular matters), preferences as to dividends and liquidation,
conversion and redemption rights, and sinking fund provisions. There are two
series of preferred stock currently outstanding which have dividend and
liquidation preferences over our common stock. In addition, specific rights
granted to future holders of preferred stock could be used to restrict our
ability to merge with, or sell our assets to a third party. In addition, our
certificate of incorporation provides for the classification of our board of
directors into three classes, as nearly equal in number as possible. One class
of directors is elected at each annual meeting to serve a term of three years.
At least two annual meetings of stockholders, instead of one, will be required
to effect a change in a majority of our board of directors. The ability of our
board of directors to issue preferred stock and the classification of our board
into three separate classes, could discourage, delay, or prevent a takeover of
us thereby preserving control by the current stockholders.

      As a Delaware corporation, we are subject to the General Corporation Law
of the State of Delaware, including Section 203, an anti-takeover law enacted in
1988. In general, Section 203 restricts the ability of a public Delaware
corporation from engaging in a "business combination" with an "interested
stockholder" for a period of three years after the date of the transaction in
which the person became an interested stockholder. Subject to exceptions, an
interested stockholder is a person who, together with affiliates and associates,
owns, or within three years did own, 15% or more of a corporation's voting
stock. As a result of the application of Section 203, potential acquirers may be
discouraged from attempting to acquire us, thereby possibly


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depriving our stockholders of acquisition opportunities to sell or otherwise
dispose of our stock at above-market prices typical of acquisitions.

The price of our common stock could be volatile.

      Our common stock is quoted on the Nasdaq SmallCap Market which has
experienced, and is likely to experience in the future, significant price and
volume fluctuations which could adversely affect the market price of our common
stock without regard to the operating performance. In addition, the trading
price of our common stock could be subject to significant fluctuations in
response to actual or anticipated variations in our quarterly operating results
announcements by us or our competitors, factors affecting the medical imaging
industry generally, changes in national or regional economic conditions, changes
in securities analysts' estimates for our competitors' or industry's future
performance or general market conditions. The market price of our common stock
could also be affected by general market price declines or market volatility in
the future or future declines or volatility in the prices of stocks for
companies in our industry.

Risks relating to the Medical Device Industry

We are subject to extensive regulation with potentially significant costs for
compliance.

      The iCAD system for computer aided detection of breast cancer is a medical
device subject to extensive regulation by the FDA under the Federal Food, Drug,
and Cosmetic Act. The FDA's regulations govern, among other things, product
development, product testing, product labeling, product storage, pre-market
clearance or approval, advertising and promotion, and sales and distribution.
Unanticipated changes in existing regulatory requirements or adoption of new
requirements could adversely affect our business, financial condition and
results of operations.

      The FDA's Quality System Regulation requires that our manufacturing
operations follow elaborate design, testing, control, documentation and other
quality assurance procedures during the manufacturing process. We are subject to
FDA regulations covering labeling regulations, adverse event reporting, and the
FDA's general prohibition against promoting products for unapproved or off-label
uses.

      Our manufacturing facilities are subject to periodic unannounced
inspections by the FDA and corresponding state agencies and international
regulatory authorities for compliance with extensive regulatory requirements.
Although we believe our manufacturing facilities are currently in compliance
with applicable requirements, there can be no assurance that the FDA, following
an inspection of these manufacturing facilities, would determine that they are
in full compliance. Our failure to fully comply with applicable regulations
could result in the issuance of warning letters, non-approvals, suspensions of
existing approvals, civil penalties and criminal fines, product seizures and
recalls, operating restrictions, injunctions, and criminal prosecution.

      In order to market and sell our CAD products in certain countries outside
of the United States we must obtain and maintain regulatory approvals and comply
with the regulations of those countries. These regulations, including the
requirements for approvals, and the time


                                       7


required for regulatory review, vary from country to country. Obtaining and
maintaining foreign regulatory approvals is an expensive and time consuming
process. We cannot be certain that we will be able to obtain the necessary
regulatory approvals timely or at all in any foreign country in which we plans
to market our CAD products, and if we fail to receive such approvals, our
ability to generate revenue may be significantly diminished.

We may not be able to obtain regulatory approval for any of the other products
that we may consider developing.

      We have received FDA approvals only for our currently offered CAD
products. Before we are able to commercialize any other product, we must obtain
regulatory approvals for each indicated use for that product. The process for
satisfying these regulatory requirements is lengthy and will require us to
comply with complex standards for research and development, testing,
manufacturing, quality control, labeling, and promotion of products.

Our products may be recalled even after they have received FDA approval or
clearance.

      If the safety or efficacy of our products are called into question, the
FDA and similar governmental authorities in other countries may require us to
recall our products. This is true even if our products have previously received
approval or clearance by the FDA or a similar governmental body. Such a recall
could be the result of component failures, manufacturing errors or design
defects, including defects in labeling. Such a recall would divert the focus of
our management and our financial resources and could materially and adversely
affect our reputation with customers.

Reforms in reimbursement procedures by Medicare or other third-parties may
adversely affect our business.

      In the United States, Medicare and a number of commercial third-party
payers provide reimbursements for the use of CAD in connection with mammography
screening and diagnostics. In the future, however, these reimbursements may be
unavailable or inadequate due to changes in applicable legislation or
regulations, changes in attitudes toward the use of mammograms for broad
screening to detect breast cancer or due to changes in the reimbursement
policies of third-party payers. As a result, healthcare providers may be
unwilling to purchase our CAD products or any of our future products, which
could significantly harm our business, financial condition and operating
results.

      Acceptance of our products outside of the United States depends, in part,
upon the availability of similar reimbursements in the markets in which we
intend to focus our international marketing activities. Reimbursements and
health insurance systems in markets outside of the United States vary from
country to country. If we are unable to qualify our products for reimbursement
outside of the United States, we may not be able to gain international market
acceptance for our products.

      There is no guaranty that any of the products which we contemplate
developing will become eligible for reimbursements or health insurance coverage
in the United States or abroad at favorable rates or even at all or maintain
eligibility.


                                       8


The sales cycle for our products is lengthy and unpredictable and its quarterly
results will be unpredictable.

      Many of the customers of our medical imaging products are institutional
organizations, such as hospitals, with significant purchasing power and cyclical
ordering practices. Although our CAD system is currently less expensive than the
devices of our competitors, the purchase of the iCAD CAD system requires a
material capital expenditure that will likely require approval of our customers'
senior management and result in a lengthy sales and purchase order cycle.
Consequently, we may be unable to accurately estimate our manufacturing and
support requirements. Our larger institutional customers may also demand
discounted prices on our products. As a result, our actual sales may differ
significantly from our estimated sales and we may incorrectly allocate our
resources. If we are unable to accurately project sales and allocate
corresponding resources, we may incur substantial fluctuations in our operating
results for any given quarter.

      Even if we are able to achieve profitability in future fiscal periods, it
may occur in a quarter with concentrated revenue. In that case, we would expect
reduced revenue in the following quarter or quarters, and possibly a quarterly
loss or quarterly losses. As a result, stockholders may not be able to rely upon
our operating results in any particular period as an indication of future
performance.

The medical equipment industry is litigious, we have in the past been and may in
the future be sued for allegedly violating the intellectual property rights of
others.

      The medical technology industry is characterized by a substantial amount
of litigation and related administrative proceedings regarding patents and
intellectual property rights. In addition, major medical device companies have
used litigation against emerging growth companies as a means of gaining a
competitive advantage.

      Should third parties file patent applications or be issued patents
claiming technology also claimed by us in pending applications, we may be
required to participate in interference proceedings in the U.S. Patent and
Trademark Office to determine the relative priorities of our inventions and the
third parties' inventions. We could also be required to participate in
interference proceedings involving any patents which may be issued to us and
pending applications of another entity. An adverse outcome in an interference
proceeding could require us to cease using the technology or to license rights
from prevailing third parties.

      We are also aware of third parties whose business involves the use of CAD
systems. Certain of these parties have issued patents or pending patent
applications on technology that they may assert against us. There may be other
patent rights of which we are presently unaware. Third parties may claim we are
using their patented inventions and


                                       9


may go to court to stop us from engaging in our normal operations and
activities. These lawsuits are expensive to defend and conduct and would also
consume and divert the time and attention of our management. A court may decide
that we are infringing a third party's patents and may order us to cease the
infringing activity. The court could also order us to pay damages for the
infringement. These damages could be substantial and could harm our business,
financial condition and operating results.

      If we are unable to obtain any necessary license following a determination
of infringement or an adverse determination in litigation or in interference or
other administrative proceedings, we would have to redesign our products to
avoid infringing a third party's patent and could temporarily or permanently
have to discontinue manufacturing and selling some of our products. If this were
to occur, it would negatively impact future revenue and would have a material
adverse effect on our business, financial condition and results of operations.

We may be unable to protect our intellectual property rights and, consequently,
our competitors may benefit from our efforts and compete directly against us.

      Presently, patent applications have been filed for aspects of the
proprietary technology employed by us in our CAD and medical digitizer products.
Our patent applications, or any patents which may be issued to us, may be
challenged, invalidated or circumvented by third parties. Any patent ultimately
issued to us may not be in a form that will be beneficial to us. To the extent
that we are unable to adequately protect any of the intellectual property used
in connection with our current or any future products, competitors may take
advantage of the situation and produce competing products, which could harm our
competitive position and ultimately harm our operating results.

      We also rely on a combination of copyright, trade secret and trademark
laws, and nondisclosure, confidentiality agreements and other contractual
restrictions to protect our proprietary technology. However, these legal means
afford only limited protection and may not adequately protect our rights or
permit us to gain or keep any competitive advantage. We may not be able to
prevent the unauthorized disclosure or misappropriation of its technical
knowledge or other trade secrets by employees. If that were to occur, our
proprietary technologies and software applications would lose value and our
business, results or operations and financial condition could be materially
adversely affected.

      Adverse events could undermine our efforts to protect our intellectual
property. Our competitors may be able to develop competing technologies or
products that do not infringe any of our intellectual property rights. Even if a
competitor infringes our intellectual property rights, we may be unable to
bring, or prevail in, a suit to protect our rights.

      Furthermore, the laws of some foreign countries may not adequately protect
our intellectual property rights. As a result of all of these factors, our
efforts to protect our intellectual property may not be adequate, and our
competitors may independently develop similar competing technologies or
products, duplicate our products, or design around our intellectual property
rights. This would harm our competitive position, decrease our market share, or
otherwise harm our business.


                                       10


We may be unable to secure licenses for any technology which may be necessary to
improve current or future products

      It is likely that the technology underlying our existing and planned
products may be fundamentally improved and that the resulting technology may be
owned by third parties. As a result, we may be required to obtain licenses to
this new technology to improve our current or future products. The cost of
licensing such technology may significantly increase the unit cost of our
products.

      We may be unable to obtain favorable terms for licenses for this new
technology or, alternatively, the owners of the technology may refuse to license
it to us in order to maintain their own competitive advantage. In either case,
our products may not be competitive with the products manufactured by others.
Even if we were able to obtain rights to a third party's patented intellectual
property, these rights may be non-exclusive, thereby giving our competitors
access to the same intellectual property.

      Some studies have questioned the efficacy of using mammography as a method
to reduce mortality. If mammography proves to be less effective, our business
would be seriously harmed. In addition, competing technologies could replace
mammography as the preferred method for screening for breast cancer.

      We are aware that the efficacy of screening mammography to reduce
mortality has been questioned in several publications. Even if unproven, this
could lead to a reduction in the use of mammography as a tool to detect breast
cancer in the United States and abroad. If mammography is ultimately proven to
be ineffective, or if recommendations for regular mammograms were eliminated or
reduced, our business would certainly be seriously harmed.

      We are also aware of companies that are developing alternatives to
traditional breast cancer detection, including refractive light, thermal
technologies, breast ultrasound, magnetic resonance imaging and non-imaging
tests.

We may be exposed to significant product liability for which we may not be able
to procure sufficient insurance coverage.

      Our business exposes us to potential product liability risks which are
inherent in the testing, manufacturing, marketing and sale of medical imaging
devices. If available at all, product liability insurance for the medical device
industry generally is expensive. Currently, we have liability insurance coverage
which we deem appropriate for our current stage of development. No assurance can
be given that this level of coverage will be adequate or that adequate insurance
coverage will be available in sufficient amounts or at a reasonable cost in the
future, or that a product liability claim would not have a material adverse
effect on us.

      We may not be able to successfully implement our current business model or
effectively manage our growth.

      We only commenced generating revenue from the sale of MammoReader(TM), our
first CAD product, in 2002. Sales of our products may not generate sufficient
cash to support our future operations. There can be no assurance that adequate
funds for our operations, whether


                                       11


from our revenues, financial markets, collaborative or other arrangements with
corporate partners, if any, or from other sources, will be available when needed
or on terms attractive to us. The inability to obtain sufficient funds may
require us to delay, scale back or eliminate some or all of our development
activities, clinical studies and/or regulatory activities or to license third
parties to commercialize products or technologies that we would otherwise seek
to internally develop. No assurance can be given that any future technologies or
products that may be developed by us will be successfully developed,
commercialized or accepted by the marketplace or that sufficient revenues will
be realized to support our operations or future research and development
programs.

      To address these risks, we must, among other things, establish, maintain
and increase our relationships with radiologists and other members of the health
care industry, implement and successfully execute our business and marketing
strategies, respond to competitive developments, and attract, retain and
motivate qualified personnel. There can be no assurance that we will be
successful in addressing such risks, and the failure to do so could have a
material adverse effect on our business, financial condition and results of
operations.

Our future prospects depend on our ability to retain current key employees and
attract additional qualified personnel.

      Our success depends in large part on the abilities and continued service
of our executive officers and other key employees. We may not be able to retain
the services of our executive officers and other key employees. The loss of
executive officers or other key personnel could have a material adverse effect
on us.

      In addition, in order to support our continued growth, we will be required
to effectively recruit, develop and retain additional qualified personnel. If we
are unable to attract and retain additional necessary personnel, it could delay
or hinder our plans for growth. Competition for such personnel is intense, and
there can be no assurance that we will be able to successfully attract,
assimilate or retain sufficiently qualified personnel. The failure to retain and
attract necessary personnel could have a material adverse effect on our
business, financial condition and results of operations.

Some of our competitors have significantly greater resources and may prevent us
from achieving or maintaining significant market share. As the market for CAD
grows, competition for mammography products will likely increase.

      The medical equipment market is highly competitive and changes rapidly.
Competitors in this market are highly sensitive to the introduction of new
products and competitors. Other well known medical imaging equipment
manufacturers have explored the possibility of introducing their own versions of
CAD products into the market. Because many of these companies have significantly
greater resources than we have, they may be able to respond more quickly to the
evolving and emerging technologies in the market and they may be better suited
to respond the changing needs of their customers. The financial strength of many
of these companies may enable them to develop their own proprietary CAD products
or acquire our competitors to bring competing products to market more quickly.
Additionally, some of these companies benefit from name recognition, established
relationships with healthcare


                                       12


professionals, diversified product lines, established distribution channels, and
greater product development, manufacturing, and sales and marketing resources.

      We currently face direct competition from R2 Technology, Inc. and CADx
Medical Systems. Each of those competitors has received FDA approval to market
their respective CAD systems for use in mammography screening and diagnostics.
We also expect that Scanis, Inc. will receive FDA approval to market our CAD
product within the next 12 months. We expect that as the market for CAD grows,
other competitors may seek to introduce CAD products priced even lower than
ours. Customers seeking a low-cost CAD solution may prefer a competitor's
lower-priced product to us and may result in pricing cutting by us which will
reduce our profit margin.

      We have historically relied on one distributor in the United States for
the sale, service, installation and distribution of our CAD products, and that
distributor has entered into an agreement to be acquired by General Electric
Corporation. If that distributor or our other distributors fail, or are unable,
to allocate sufficient resources to sell, service, install and distribute our
products, or otherwise alter our commitment and efforts to sell, service,
install and distribute our products our financial condition will suffer.

      We have appointed Instrumentarium Imaging, Inc. and other companies as
distributors in the United States for the sale, service, installation and
distribution of our MammoReader products. If these distributors become subject
to financial difficulty or otherwise do not commit the resources necessary to
sell, service, and install our products, or otherwise fail to perform to our
satisfaction, it could have a material adverse effect on our business, financial
condition and results of operations.

Future sales of shares of our common stock could affect the market price of our
common stock and our ability to raise additional capital.

      We have previously issued a substantial number of shares of common stock,
which are eligible for resale under Rule 144 of the Securities Act, and may
become freely tradable. We have also registered a substantial number of shares
of common stock that are issuable upon the exercise of options. If holders of
options choose to exercise their purchase rights and sell shares of common stock
in the public market, or if holders of currently restricted shares choose to
sell such shares in the public market under Rule 144 or otherwise, the
prevailing market price for our common stock may decline. Future public sales of
shares of common stock may adversely affect the market price of our common stock
or our future ability to raise capital by offering equity securities.

                                 Use of Proceeds

      We will not receive any proceeds from the sale by the selling stockholder
named in this prospectus.

      We have agreed to pay expenses in connection with the registration of the
shares being offered by the selling stockholder.


                                       13


                               Selling Stockholder

      Based on information provided by the selling stockholder, the following
table sets forth certain information regarding the selling stockholder:

      The table below assumes for calculating the stockholder's beneficial and
percentage ownership that options, warrants or convertible securities that are
held by such stockholder (but not held by any other person) and are exercisable
within 60 days from the date this prospectus have been exercised and converted.
The table also assumes the sale of all of the shares being offered.



                                                                          Common Stock Beneficially
                                                                           Owned After the Offering
                                                                           ------------------------
                              Number of Shares of
                                  Common Stock                                          Percent of
                               Beneficially Owned          Shares         Number        Outstanding
Selling Security Holder      Prior to the Offering     Being Offered     of Shares        Shares
-----------------------      ---------------------     -------------     ---------        ------
                                                                                 
Blank Rome LLP                      500,000                500,000           0               0


      The 500,000 shares of iCAD common stock being offered hereby were issued
to Blank Rome LLP on July 30, 2003, pursuant to a transaction that closed on
that date, in satisfaction of legal services provided to iCAD by Blank Rome LLP
and related expenses in connection with iCAD's defense of patent litigation
commenced by R2 Technology, Inc. Blank Rome LLP has acted as our counsel in
connection with this offering and for more than the past three years has acted
as our counsel in connection with other matters.

      Investment and voting control over the shares of iCAD common stock
beneficially owned by Blank Rome LLP is held by its executive committee. The
executive committee consists of eight members and the approval of a majority of
its members is required to take action with respect to investment or voting
decisions with respect to the securities. No individual member of the committee
has the power to make investment or voting decisions with respect to the
securities on his own.

                              Plan of Distribution

      We have been advised that the selling stockholder, which may include
pledgees, donees, transferees or other successors-in-interest who have received
shares from a selling stockholder after the date of this prospectus, may from
time to time, sell all or a portion of the shares in privately negotiated
transactions or otherwise, at fixed prices that may be changed, at market prices
prevailing at the time of sale, at prices related to these market prices or at
negotiated prices.

      All costs, expenses and fees in connection with the registration of the
shares offered by this prospectus shall be borne by us. Brokerage costs, if any,
attributable to the sale of shares will be borne by the selling stockholder.


                                       14


      The shares may be sold by the selling stockholder by one or more of the
following methods:

            o     under a 10b5-1 trading plan;

            o     block trades in which the broker or dealer so engaged will
                  attempt to sell the shares as agent but may position and
                  resell a portion of the shares as principal to facilitate the
                  transaction;

            o     purchases by a broker or dealer as principal and resale by
                  such broker dealer for its account pursuant to this
                  prospectus;

            o     an exchange distribution in accordance with the rules of the
                  applicable exchange;

            o     ordinary brokerage transactions and transactions in which the
                  broker solicits purchasers;

            o     through put and call options relating to the shares;

            o     negotiated transactions;

            o     a combination of any such methods of sale at market prices
                  prevailing at the time of the sale or at negotiated prices;
                  and

            o     any other method permitted pursuant to applicable law.

      The transactions described above may or may not involve brokers or
dealers.

      In August 2003, Blank Rome LLP entered into a trading plan with respect to
the 500,000 shares being offered under this prospectus with Wachovia Securities,
LLC pursuant to the provisions of Rule 10b5-1 of the Securities Exchange Act of
1934. Pursuant to the terms of the plan, which expires by its terms on the
earlier of September 1, 2005 or the date on which all of the shares are sold,
Matthew Taub, the registered representative for Blank Rome LLP's account at
Wachovia Securities, LLC, has been granted discretion to sell the shares from
time to time at a price not less than $2.40 per share. The trading plan may be
discontinued by Blank Rome LLP at any time.

      A selling stockholder will not be restricted as to the price or prices at
which the selling stockholder may sell its shares. Sales of shares by the
selling stockholder may depress the market price of our common stock since the
number of shares which may be sold by the selling stockholder is relatively
large compared to the historical average weekly trading of our common stock.
Accordingly, if the selling stockholder were to sell, or attempt to sell, all of
such shares at once or during a short time period, we believe such a transaction
could adversely affect the market price of our common stock.


                                       15


      From time to time a selling stockholder may pledge its shares under margin
provisions of customer agreements with its brokers or under loans with third
parties. Upon a default by the selling stockholder, the broker or such third
party may offer and sell any pledged shares from time to time.

      In effecting sales, brokers and dealers engaged by a selling stockholder
may arrange for other brokers or dealers to participate in the sales as agents
or principals. Brokers or dealers may receive commissions or discounts from the
selling stockholder or, if the broker-dealer acts as agent for the purchaser of
such shares, from the purchaser in amounts to be negotiated, which compensation
as to a particular broker dealer might be in excess of customary commissions
which are not expected to exceed those customary in the types of transactions
involved. Broker-dealers may agree with the selling stockholder to sell a
specified number of such shares at a stipulated price per share, and to the
extent the broker-dealer is unable to do so acting as agent for a selling
stockholders, to purchase as principal any unsold shares at the price required
to fulfill the broker-dealer commitment to the selling stockholder.
Broker-dealers who acquire shares as principal may then resell those shares from
time to time in transactions

            o     in the over-the counter market or otherwise;

            o     at prices and on terms prevailing at the time of sale;

            o     at prices related to the then-current market price; or

            o     in negotiated transactions.

      These resales may involve block transactions or sales to and through other
broker-dealers, including any of the transactions described above. In connection
with these sales, these broker-dealers may pay to or receive from the purchasers
of those shares commissions as described above. The selling stockholder may also
sell the shares in open market transactions under Rule 144 under the Securities
Act, rather than under this prospectus.

      The selling stockholder and any broker-dealers or agents that participate
with the selling stockholder in sales of the shares may be deemed to be
"underwriters" within the meaning of the Securities Act in connection with these
sales. In this event, any commissions received by these broker-dealers or agents
and any profit on the resale of the shares purchased by them may be deemed to be
underwriting commissions or discounts under the Securities Act.

      We have agreed to indemnify the selling stockholder against certain
liabilities under the Securities Act. The selling stockholder may agree to
indemnify any agent, dealer or broker-dealer that participates in transactions
involving sales of the shares against certain liabilities, including liabilities
arising under the Securities Act.

      The selling stockholder is subject to applicable provisions of the
Securities Exchange Act of 1934 and the SEC's rules and regulations, including
Regulation M, which provisions may limit the timing of purchases and sales of
the shares by the selling stockholder.

      In order to comply with certain states' securities laws, if applicable,
the shares may be sold in those jurisdictions only through registered or
licensed brokers or dealers. In certain states


                                       16


the shares may not be sold unless the shares have been registered or qualified
for sale in such state, or unless an exemption from registration or
qualification is available and is obtained.

                                  Legal Matters

      Blank Rome LLP of New York, New York has passed upon the validity of the
shares of common stock being offered by this prospectus. Blank Rome LLP is the
beneficial owner and selling stockholder of 500,000 shares of iCAD's common
stock that are being offered for sale pursuant to this prospectus.

                                     Experts

      The financial statements and schedule of iCAD incorporated in this
prospectus by reference from iCAD's Annual Report on Form 10-K for the year
ended December 31, 2002 have been audited by BDO Seidman, LLP, independent
certified public accountants. The financial statements and schedule referred to
above have been so incorporated by reference herein in reliance upon the reports
of such firm given upon its authority as experts in accounting and auditing.

                       Where You Can Find More Information

      We are subject to the informational requirements of the Securities
Exchange Act of 1934 and we file reports and other information with the SEC.

      You may read and copy any of the reports, statements, or other information
we file with the SEC at the SEC's Public Reference Section at 450 Fifth Street,
N.W., Washington, D.C. 20549 at prescribed rates. Information on the operation
of the Public Reference Room may be obtained by calling the SEC at
1-800-SEC-0330. The SEC maintains a Web site at http://www.sec.gov that contains
reports, proxy statements and other information regarding issuers that file
electronically with the SEC. The Nasdaq Stock Market maintains a Web site at
http://www.nasdaq.com that contains reports, proxy statements and other
information filed by us.

                 Incorporation of Certain Documents By Reference

      We have filed with the SEC, Washington, D.C., a registration statement on
Form S-3 under the Securities Act of 1933, covering the securities offered by
this prospectus. This prospectus does not contain all of the information that
you can find in our registration statement and the exhibits to the registration
statement. Statements contained in this prospectus as to the contents of any
contract or other document referred to are not necessarily complete and in each
instance such statement is qualified by reference to each such contract or
document filed or incorporated by reference as an exhibit to the registration
statement.

      The SEC allows us to "incorporate by reference" the information we file
with them. This means that we can disclose important information to you by
referring you to other documents that are legally considered to be part of this
prospectus, and later information that we file with the SEC will automatically
update and supersede the information in this prospectus and the documents listed
below. We incorporate by reference the documents listed below, and any


                                       17


future filings made with the SEC under Section 13(a), 13(c), 14 or 15(d) of the
Securities Exchange Act of 1934 until the selling stockholders sell all the
shares.

1.    Our Annual Report on Form 10-K for the fiscal year ended December 31,
      2002;

2.    Our Quarterly Reports on Form 10-Q for the quarters ended March 31, 2003
      and June 30, 2003;

3.    Our Current Report on Form 8-K for the event dated September 8, 2003;

4.    The description of our common stock contained in our registration
      statement on Form 8-A filed with the SEC and any amendments thereto;

5.    All documents filed by us pursuant to Sections 13(a), 13(c), 14 or 15(d)
      of the Securities Exchange Act of 1934 subsequent to the date of this
      prospectus and prior to the termination of this offering, except the
      Compensation Committee Report on Executive Compensation and the
      performance graph included in any Proxy Statement filed by us pursuant to
      Section 14 of the Exchange Act; and

6.    All documents filed by us pursuant to Section 13(a), 13(c), 14 or 15(d) of
      the Securities Exchange Act of 1934 subsequent to the date of the initial
      filing of this registration statement and prior to the effectiveness of
      this registration statement except the Compensation Committee Report on
      Executive Compensation and the performance graph included in any Proxy
      Statement filed by us pursuant to Section 14 of the Exchange Act.

      You may request and we will provide a copy of these filings to you at no
cost, other than the exhibits, by writing or telephoning us at iCAD, Inc., 4
Townsend West, Suite 17, Nashua, New Hampshire 03063, telephone number (603)
882-5200.

      We have not authorized anyone else to provide you with information
different from that contained or incorporated by reference in this prospectus.
This prospectus is not an offer to sell nor is it a solicitation of an offer to
buy any security in any jurisdiction where the offer or sale is not permitted.
Neither the delivery of this prospectus nor any sale made under this prospectus
shall, under any circumstances, imply that there has been no change in our
affairs since the date of this prospectus or that the information contained in
this prospectus or incorporated by reference herein is correct as of any time
subsequent to its date.


                                       18


                                   iCAD, Inc.

                         500,000 shares of Common Stock

                                   Prospectus

                              September   , 2003


                                       19


                                     PART II

                     INFORMATION NOT REQUIRED IN PROSPECTUS

Item 14. Other Expenses of Issuance and Distribution.

      The expenses payable by the Registrant in connection with the issuance and
distribution of the securities being registered (estimated except for the SEC
Registration fee)are as follows:

SEC Registration Fee                                                  $   113.26

Accounting Fees and Expenses                                          $10,000.00

Legal Fees and Expenses                                               $10,000.00

Miscellaneous Expenses                                                $ 4,886.74

Total                                                                 $25,000.00

Item 15. Indemnification of Directors and Officers.

      Section 145 of the General Corporation Law of the State of Delaware
("GCL") provides for the indemnification of officers and directors under certain
circumstances against expenses incurred in successfully defending against a
claim and authorizes Delaware corporations to indemnify their officers and
directors under certain circumstances against expenses and liabilities incurred
in legal proceedings involving such persons because of their being or having
been an officer or director.

      Section 102(b) of the GCL permits a corporation, by so providing in its
certificate of incorporation, to eliminate or limit director's liability to the
corporation and its shareholders for monetary damages arising out of certain
alleged breaches of their fiduciary duty. Section 102(b)(7) of the GCL provides
that no such limitation of liability may affect a director's liability with
respect to any of the following: (i) breaches of the director's duty of loyalty
to the corporation or its shareholders; (ii) acts or omissions not made in good
faith or which involve intentional misconduct of knowing violations of law;
(iii) liability for dividends paid or stock repurchased or redeemed in violation
of the GCL; or (iv) any transaction from which the director derived an improper
personal benefit. Section 102(b)(7) does not authorize any limitation on the
ability of the corporation or its shareholders to obtain injunctive relief,
specific performance or other equitable relief against directors.

      Article Tenth of the registrant's Certificate of Incorporation and the
registrant's By-laws provide for indemnification to the fullest extent permitted
or authorized by the GCL or judicial or administrative decisions of each person
who was or is a party or threatened to be made a party, or was, or is a witness,
to any threatened pending or completed action, suit, or proceeding against any
liability or cost or expense asserted against him or incurred by him by reason
of the fact that he is or was shall a director, officer or employee of the
registrant or is or was an agent of the registrant to whom the registrant has
agreed to grant such indemnity or is serving or was


                                      II-1


serving, at the registrant's request, as an officer , director or employee of
another entity or is serving as an agent of another entity to whom the
Corporation has agreed to grant indemnity. The foregoing right of
indemnification shall not be deemed to be exclusive of any other rights to which
those seeking indemnification may be entitled under any by-law, agreement, vote
of shareholders or disinterested directors, or otherwise.

      Article Ninth of the registrant's Certificate of Incorporation also
provides that no director of the registrant shall be personally liable to the
registrant or its stockholders for any monetary damages for breaches of
fiduciary duty as a director, except for liability (i) for any breach of the
director's duty of loyalty to the registrant or its stockholders; (ii) for acts
or omissions not in good faith or which involve intentional misconduct or a
knowing violation of law; (iii) under Section 174 of the GCL; or (iv) for any
transaction from which the director derived an improper personal benefit.

      Insofar as indemnification for liabilities arising under the Securities
Act of 1933 may be permitted to directors, officers and controlling persons of
the registrant pursuant to the foregoing provisions or otherwise, the registrant
has been advised that in the opinion of the Securities and Exchange Commission
such indemnification is against public policy as expressed in the Securities Act
and is, therefore, unenforceable.

Item 16. Exhibits.

      5     Opinion of Blank Rome LLP*

      23.1  Consent of BDO Seidman, LLP*

      23.2  Consent of Blank Rome LLP (included in Exhibit 5)*

      24    Power of Attorney (included on the signature page of the
            Registration Statement)*

----------
      *     Previously filed

Item 17. Undertakings

Undertaking Required by Regulation S-K, Item 512(a).

The undersigned registrant hereby undertakes:

      (1) To file, during any period in which offers or sales are being made, a
post-effective amendment to this Registration Statement:

            i.    To include any prospectus required by Section 10(a)(3) of the
                  Securities Act of 1933, as amended (the "Securities Act");

            ii.   To reflect in the prospectus any facts or events arising after
                  the effective date of the Registration Statement (or the most
                  recent post-effective amendment thereof) which, individually
                  or in the aggregate, represent a fundamental change in the
                  information set forth in the Registration Statement;


                                      II-2


            iii.  To include any material information with respect to the plan
                  of distribution not previously disclosed in the Registration
                  Statement or any material change to such information in the
                  Registration Statement;

provided, however, that clauses (i) and (ii) do not apply if the Registration
Statement is on Form S-3, Form S-8 or Form F-3, and the information required to
be included in a post-effective amendment by such clauses is contained in
periodic reports filed with or furnished to the Commission by the Registrant
pursuant to Section 13 or 15(d) of the Securities Exchange Act of 1934 that are
incorporated by reference in the Registration Statement;

      (2) That, for the purpose of determining any liability under the
Securities Act, each such post-effective amendment shall be deemed to be a new
registration statement relating to the securities offered therein, and the
offering therein, and the offering of such securities at that time shall be
deemed to be the initial bona fide offering thereof.

      (3) To remove from registration by means of a post-effective amendment any
of the securities being registered which remain unsold at the termination of the
offering.

Undertaking Required by Regulation S-K, Item 512(b).

      The undersigned registrant hereby undertakes that, for purposes of
determining any liability under the Securities Act, each filing of the
registrant's annual report pursuant to Section 13(a) or 15(d) of the Securities
Exchange Act of 1934 that is incorporated by reference in the registration
statement shall be deemed to be a new registration statement relating to the
securities offered therein, and the offering of such securities at that time
shall be deemed to be initial bona fide offering thereof.

Undertaking required by Regulation S-K, Item 512(h).

      Insofar as indemnification for liabilities arising under the Securities
Act may be permitted to directors, officers or controlling persons pursuant to
the foregoing provisions, or otherwise, the registrant has been advised that in
the opinion of the Securities and Exchange Commission such indemnification is
against public policy as expressed in the Securities Act and is, therefore,
unenforceable. In the event that a claim for indemnification against such
liabilities (other than the payment by the registrant of expenses incurred or
paid by a director, officer or controlling person of the registrant in the
successful defense of any action, suit or proceeding) is asserted by such
director, officer or controlling person in connection with the securities being
registered, the registrant will, unless in the opinion of its counsel the matter
has been settled by controlling precedent, submit to a court of appropriate
jurisdiction the question whether such indemnification by it is against public
policy as expressed in the Securities Act and will be governed by the final
adjudication of such issue.


                                      II-3


                                   SIGNATURES

      Pursuant to the requirements of the Securities Act of 1933, the Registrant
certifies that it has reasonable grounds to believe that it meets all of the
requirements for filing on Form S-3 and has duly caused this registration
statement to be signed on its behalf by the undersigned, thereunto duly
authorized, in the City of Nashua, State of New Hampshire, on the 18th day of
September 2003.

                                       ICAD, INC.


                                       By: /s/ W. Scott Parr
                                           -------------------------------------
                                           W. Scott Parr
                                           Chief Executive Officer and President

      In accordance with the requirements of the Securities Act of 1933, this
Registration Statement was signed by the following person in the capacities and
on the dates stated.



Signature                                          Title                           Date
---------                                          -----                           ----
                                                                      

            *                      Chairman of the Board and Director       September 18, 2003
-------------------------------
Robert Howard


/s/ W. Scott Parr                  Chief Executive Officer, President and   September 18, 2003
-------------------------------    Director (Principal Executive Officer)
W. Scott Parr


            *                      Vice President Finance, Chief            September 18, 2003
-------------------------------    Financial Officer (Principal Financial
Annette Heroux                     and Accounting Officer)


            *                      Director                                 September 18, 2003
-------------------------------
James Harlan


            *                      Director                                 September 18, 2003
-------------------------------
Maha Sallam


            *                      Director                                 September 18, 2003
-------------------------------
Brett Smith


            *                      Director                                 September 18, 2003
-------------------------------
Elliot Sussman


            *                      Director                                 September 18, 2003
-------------------------------
Kevin Woods


*By: /s/ W. Scott Parr
-------------------------------
W. Scott Parr, Attorney-in-fact



                                      II-4