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Monthly Archives: July 2017

USING NLP TECHNIQUES TO CLASSIFY PATIENT SEGMENTS IN CLINICAL TRIAL DATA

2017-08-02T19:24:26+00:00

One of the most common and powerful approaches in NLP provides the content experts an opportunity to label each data segment for a portion of the dataset and then analyze these labels to apply to the rest of the dataset. Some key questions need to be answered when applying this approach in different environments.   For example, how many “expert” labels do we need to create before the classification works effectively?  How can we evaluate this in advance?  Are we limiting ourselves to only extracting from the data what we already believe to be true?  We will discuss that last one in [...]

USING NLP TECHNIQUES TO CLASSIFY PATIENT SEGMENTS IN CLINICAL TRIAL DATA2017-08-02T19:24:26+00:00

Finding the Needle in the Haystack with NLP

2017-07-18T20:11:29+00:00

The problem with Big Data is that it is so Big!  This issue is especially true in the world of healthcare and drug development.  It is difficult to see across all the good clinical/scientific work going on around the world and understand exactly where we are headed and how we will get there for any given disease area.  It’s about time we move from manually tackling the pharmaceutical data to using the power of natural language processing (NLP) and machine learning.  NLP is at its early stage in the pharma industry and brings a strong potential to find trends and insights [...]

Finding the Needle in the Haystack with NLP2017-07-18T20:11:29+00:00

We’re Back!

2017-07-12T14:12:30+00:00

Ozmosi has been on a purpose-driven hiatus peppered with innovation, development and growth. In less than one year, we have compiled the world’s largest free comprehensive global clinical trial database, as well as an intuitive tool that enables effective and efficient analytic management. The free data base will be available to the public in the next couple of weeks and we are proud to provide it, because we believe that free data should be free. Our rapid expansion in capabilities has prompted the hire of a Natural Language Processing Specialist and a Client Service Director. This labor-intensive collaboration has brought the [...]

We’re Back!2017-07-12T14:12:30+00:00