Tags: Data mining - Machine learning

You Know About NLP If you are familiar with NLP and you are using information retrieval techniques to conduct research then you can use ARC by adding it to your existing toolkit so that it can help you get relevant data to your clinicians faster. You Ar ...

Work in progress of Dr. Jonnalagadda's K99/R00 project at Mayo Clinic and Northwestern University: The use of clinical knowledge systems such as UpToDate that provide reliable information at the point of care has been shown to improve patient safety and ...

Distributome

The Distributome Project is an open-source, open content-development project for exploring, discovering, learning, and computational utilization of diverse probability distributions. Probability distributions are a special class of functions defined in te ...

Category Bioinformatics
Lancet

 Lancet is a supervised machine-learning system that automatically extracts medication events consisting of medication names and information pertaining to their prescribed use (dosage, mode, frequency, duration and reason) from lists or narrative text in ...

LingPipe Text Analytics Java API

LingPipe is tool kit for processing text using computational linguistics. LingPipe is used to do tasks like: Find the names of people, organizations or locations in news Automatically classify Twitter search results into categories Suggest correct sp ...

Category Sectionizer

The LONI Pipeline is a visual language  programming environment  for study designs and data provenance based on complex graphical  workflows. The construction, validation and dissemination of study designs via the  LONI Pipeline uses advanced neuroimaging ...

Category Bioinformatics
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MALLET is a Java-based package for statistical natural language processing, document classification, clustering, topic modeling, information extraction, and other machine learning applications to text. MALLET includes sophisticated tools for document cla ...

Category Classification

The Medical Text Indexer (MTI) system was developed as part of the U. S. National Library of Medicine’s (NLM) Indexing Initiative. MTI produces both semi- and fully-automated indexing recommendations based on the Medical Subject Headings (MeSH®) controlle ...

MetaMap maps terms occurring in text to UMLS Metathesaurus concepts. As part of this mapping process, MetaMap tokenizes text into sentences, phrases, and words. MetaMap maps the noun phrases of the text to the best matching UMLS concept or set of concepts ...

MetaMap, from the National Library of Medicine (NLM), maps biomedical text to the UMLS Metathesaurus and allows Metathesaurus concepts to be discovered in a text corpus. The Tagger_MetaMap plugin for GATE wraps the MetaMap Java API client to allow GATE ...

This annotator encodes MetaMap named entities in a format utilizable by UIMA components. The annotator is based on the MetaMap UIMA Wrapper (http://sourceforge.net/projects/metamap-uima/) authored by Kai Schlamp. Please Note: The MetaMap UIMA Annotator r ...

This package provides machine learning algorithms optimized for large text categorization tasks and is able to combine several text categorization solutions. The advantages of this package compared to existing approaches are: 1) its speed, 2) it is able t ...

RapidMiner is an environment for machine learning and data mining experiments. It allows experiments to be made up of a large number of arbitrarily nestable operators, described in XML files which are created with RapidMiner's graphical user interface. Ra ...

RapTAT - A Rapid Text Annotation Tool

RapTAT is a Java-based tool designed to identify and optimize machine-learning methods for accelerating and/or automating free-text annotation. In the initial version of the tool, the user will train the machine-learning system by loading it with document ...

The Arrowsmith Project Home Page

 Arrowsmith Two Node Search tool,  Anne O'Tate value-added PubMed search tool,  Author-ity Author Name Disambiguation tools, ADAM abbreviation database,    WETLAB prototype electronic lab notebook,   Compendium of Biomedical Text Mining tools,   ...

Weka Machine Learning Project An exciting and potentially far-reaching development in computer science is the invention and application of methods of machine learning. These enable a computer program to automatically analyse a large body of data and deci ...

Category Classification