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For years now, pharmaceutical companies have been extracting information from data with automatic approaches. As data sets and the information extracted is doubled every 3 years a direct hands-on data analysis has been supplemented by automatic data processing, by using sophisticated tools, methods and models.
Improvements in technology has aided data collection, processing, management and storage and introduced a new concept called data mining. Data mining is the process of using the latest in technology to apply methodologies, including new techniques for knowledge discovery and data organization.
A colossal amount of data pertaining to research in life sciences is available in an amorphous form. An assimilation of this accrued data plays a major role in exploiting priceless information. Flatworld Solutions provides you with assimilated data by using tools for data mining research in pharma data mining.
Pharma data mining has 3 major components:
Flatworld Solutions, a leading provider of pharmaceutical research services is majorly into developing customized tools for automated text data mining. These tools are used to obtain all the unexploited opportunities to integrate the fragments of information collected by researchers from various sources. These sources maybe in the form of a complete picture which exposes the interconnected roles of various genes, proteins and chemical reactions in cells and organisms.
At Flatworld Solutions we have developed a variety of text mining modules. Some of them include:
The information used in these modules is extracted from PDF files and online repositories like abstracts from PUBMED. All these literatures automatically get loaded into a database and will be displayed in attractive and user interactive graphics.
Data concerning life science research is spread across various URLs on the entire World Wide Web. The major barriers in web text mining lie in the presence of data on numerous platforms. The presence of data of different natures on a single platform for data mining analysis can also cause hindrance to web text mining. Assimilating data of this kind requires sophisticated search engines which are based on biological units of data.
Flatworld Solutions overcomes these barriers by mapping URLs and XML parsers with the help of customized indices to extract the static and dynamic information content from these URLs. When this is coupled with the single window access to the suitable computational tool, highly accurate results are achieved. The data thus obtained is tailored to the customer's needs and delivered to them.
In order to increase the efficiency of chemical databases and chemical structures, these structures are mapped with their properties using numerical representations. This has led to a huge amount of numerical data posing a great challenge to chemical informaticians. The prime challenge lies in handling this numerical data volume and effectively using them in their drug discovery applications. Flatworld Solutions employs several techniques to overcome these challenges. These include:
Flatworld Solutions offers a wide range of data mining services. Some of the services include:
So if you need help in accruing data from the World Wide Web and vast abstracts from PUBMED, your search ends here. Flatworld Solutions provides you the best solution for data mining in pharmaceutical research.
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