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Spark NLP for Healthcare is a commercial extension of Spark NLP for clinical and biomedical text mining. [10] It provides healthcare-specific annotators, pipelines, models, and embeddings for clinical entity recognition, clinical entity linking, entity normalization, assertion status detection, de-identification, relation extraction, and spell checking and correction.
Spark Core is the foundation of the overall project. It provides distributed task dispatching, scheduling, and basic I/O functionalities, exposed through an application programming interface (for Java, Python, Scala, .NET [16] and R) centered on the RDD abstraction (the Java API is available for other JVM languages, but is also usable for some other non-JVM languages that can connect to the ...
Filtered and presented in XML format. 10,421 XML, text Sentiment analysis, topic extraction 2013 [24] Dermouche, M. et al. The Reuters Corpus Volume 1 Large corpus of Reuters news stories in English. Fine-grain categorization and topic codes. 810,000 Text Classification, clustering, summarization: 2002 [25] Reuters: The Reuters Corpus Volume 2
Various plots of the multivariate data set Iris flower data set introduced by Ronald Fisher (1936). [1]A data set (or dataset) is a collection of data.In the case of tabular data, a data set corresponds to one or more database tables, where every column of a table represents a particular variable, and each row corresponds to a given record of the data set in question.
IWE combines Word2vec with a semantic dictionary mapping technique to tackle the major challenges of information extraction from clinical texts, which include ambiguity of free text narrative style, lexical variations, use of ungrammatical and telegraphic phases, arbitrary ordering of words, and frequent appearance of abbreviations and acronyms ...
The Green Bay Packers took a tough loss against the Detroit Lions on Thursday night. There was also some unpleasantness before the game. During pregame festivities at Ford Field, cameras caught ...
Honestly, we're so impressed by the dog's snowball rolling skills. He really had the hang of it. In fact, we think this pupper could probably make a whole bunch of snow people.
A gay Georgia couple convicted of sickening sexually abuse of their two adopted sons will spend the rest of the lives behind bars.. William and Zachary Zulock, 34 and 36, were each sentenced last ...