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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 ...

MsPI is a software tool for protein identification from PMF data. It can be downloaded freely for non-profit institutions from http://aimed11.unipv.it/MsPI

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 ...

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 ...

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 is a highly configurable application developed by the Lister Hill National Center for Biomedical Communications at the National Library of Medicine (NLM) to map biomedical text to the UMLS Metathesaurus or, equivalently, to identify Metathesaurus ...

MetaCoDe is currently being developped. It is another UMLS concepts extractor implemented as a GATE plugin. The purpose is to provide tagging tools available for languages other than English, the ongoing efforts being on French.

MERKI extracts patient medication information from structured and free-text clinical data sources. The extracted medication information can be used for medication reconciliation, harmacovigilance and quality assurance. MERKI outputs medication information ...

MedlinePlus Connect allows patient portals and electronic health record (EHR) systems to use existing code sets to link to relevant, authoritative patient health information from MedlinePlus.gov. Matches ICD-9-CM or SNOMED CT CORE Problem List Subset code ...

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 ...

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