Which programming language could I use for Natural Language Processing to extract clinical words?

Posted by MACEE on Programmers See other posts from Programmers or by MACEE
Published on 2013-10-29T01:23:47Z Indexed on 2013/10/29 4:15 UTC
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programming-languages

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machine-learning

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nlp

I am going to do entity extraction (like Named Entity Recognition) from clinical free text (unstructured raw text such as discharge summaries) and these entities could be any medical problem, medical tests or treatments. I am going to use one of i2b2 datasets (https://www.i2b2.org/) if case you are familiar with that.

I am new to the NLP(Natural Language Processing) field and I need a programming language to support NLP tasks and also easily connect to the available libraries of machine learning algorithms like CRF. I don't know much java and I heard about Python, Perl and Scala but I am not sure which one would be the best option for this task?

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