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    Spam filters are designed to block unwanted messages generated by unethical senders. Presently, there are different spam filter programs in the market available for email users
    According to USFDA, a combination product is one composed of any combination of a drug and device; biological product and device; drug and biological product
    to purchase. These programs are designed differently, which means that their methods of detecting spam vary.

    Businesses which require email messaging for information disseminat
    ; or drug, device, and biological product and fixed dose combination would include two or more combinations of drug.

    Examples of combination products may in
    on would find it helpful to know the different methods used by spam filters. This will in turn help them tailor there message’s content as well as their mailing procedures. Thus
    lude drug-coated devices, drugs packaged with delivery devices in medical kits, and drugs and devices packaged separately but intended to be used together.

    being aware of spam filter programs can help in the optimization of any internet campaign.

    The most common type of spam filter is the Content-Based Filter. This type of filter
    here is enormous increase in the number of combination products entering the market in the recent years. Combination products have proven advantages but fixe
    as the name suggests, looks on symbols, words or phrases in the subject line, headers and content of the message which are suspicious. The filtering process is very dependent to
    d dose combinations are still in the process of convincing regulatory authority on their advantages over the single ingredient formulations.

    Combination pro
    phrases and words chosen by the user as spam, this means that spam messages with words or phrases not included in the list of the user will make it to the inbox time and again
    ucts have become life saving products for the pharmaceutical companies who doesn’t have many innovative molecules in their product pipeline and have been inc
    nless the user creates another filter to deal with those words and phrases. The good side of this filter is, it can be fashioned in anyway the user wishes to.

    Another type of s
    easingly used in the product life cycle management. Even the companies having product patents are trying to extend their product life cycle through the combi
    am filter is the Bayesian Filter, unlike content-based filter; Bayesian filter undergoes ‘training’ where the filter learns the difference between a spam and a legitimate email.
    nation products and maximize the revenues. But the companies involved in this practice are overlooking that they are burdening the patients both economically
    During this ‘training’ messages are broken into tokens and these tokens are then stored in databases (tokens of good messages are separated from those of spam). This type of fil
    and physically. They need to rightly judge the benefits of the combination products and they have to even look at the risks involved when combining the produ
    ter requires minimal maintenance and can adapt easily to users’ usual message, just like if the user is a medical practitioner, anything that relates to medical field will be co
    ts. Some of the combination products were well accepted by physicians while others suffered. Companies involved in development of combination products are fi
    sidered as good. The primary drawback of Bayesian filter is that optimum filtering will not take place immediately, since the filter is dependent on the messages on which it is
    ding difficulty in defining their combination products and facing various challenges from selecting a combination to marketing it.

    Following aspects would a
    rained.

    In addition, there is a Blacklist-Whitelist filter where the whitelist is composed of the ‘good’ email addresses and the blacklist is composed of email addresses believ
    dd to the challenges in developing combination products:

    Which markets to tap where the combination products can do fairly well?
    Which combination prod
    d to send spam. This kind of filter ensures that received emails are from whitelisted senders only and any address aside from the whitelisted ones will be blocked. With this, em
    cts are meaningful and rational?
    Which therapeutic categories to select?
    Which Combinations can address unmet needs of the patients?
    Do combin
    ail users can expect a zero false negative. The main disadvantage of this filter is that, whenever a real-time blacklist (RBL) is used, there is a tendency that the whole IP is
    tions increase the patient compliance?
    What would be the developing cost?
    How to tackle the risks encountered during combination product developmen
    onsidered as spam sender, though only a part of it used to send spam.

    Challenge-Response Filter on the other hand sends messages to unknown senders asking them to do further ac
    t?

    As combination products don't fit into the traditional categories of drugs, medical devices, or biological products, the USFDA is in the process of devel
    ion/step to justify their intention of sending the email. These further actions can be a request for the senders’ website to ensure that the email is legitimate. This type of fi
    ping new procedures for reviewing their safety, efficacy and quality.

    Professional from academic institutions, pharmaceutical industries, health care indust
    ter is quite applicable to low traffic email users.

    Community filter is another type of spam filter. This filter has a central server where users can send suspected spam; the s
    y and representatives from various regulatory agencies are working out to design the regulatory requirements for manufacture and sale of combination products
    erver itself then saves the ‘fingerprint’ of the message to the database. When enough users flagged the message as spam, the ‘fingerprints’ of the message will be blocked in th
    .

    As there is an increasing trend of the combination products companies manufacturing such products should be able to tackle the problems involved in the de
    future. But before a spam is blocked, many users have already opened it.

    If your business makes use of email in sending promotional or newsletters, you should at least know if
    elopment. They need to be wiser in analyzing the market trends and the regulatory requirements.

    Companies that provide selfless information through particip
    your email address is in the real-time blacklists so that you can apply for whitelisting. And at least know the basic symbols, words and phrases to be avoided in sending emails


    tion in industry events and feedback to regulatory authorities would be able to face the challenges and will be successful in developing combination products

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