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QMIDAS MeSH Classifier

This is an automated classifier designed to assign a number of MeSH headings to a allowing for the easy manipulation and visualisation of the different aspects of MEDLINE data, including the MeSH Heading descriptors. We are releasing here a novel automated classifier that is able to suggest the categories of the not yet annotated articles. It learns over the part of the MEDLINE dataset that is annotated with MeSH and is able to suggest categories to the submitted text snippets. These snippets can be abstracts that do not yet include MESH classification, medical summary records or even health-related news articles.

Screenshot MeSH Classifier

Documentation

Acknowledgments

QMidas technology is developed by Quintelligence and AILab at Jozef Stefan Institute, considering the needs and requirements of the MIDAS Project use-cases across Europe.

Parts of the library were developed under MIDAS Project, funded under the call SC1-PM-18-2016 with the Grant Agreement nr. 727721.