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Emerging trend prediction in biomedical literature
Fabian Moerchen1, Dmitriy Fradkin, Mathaeus Dejori
1Integrated Data Systems, Siemens Corporate Research, Princeton, NJ, USA.
Abstract:
We present a study on how to predict new emerging trends in the biomedical domain based on textual data. We thereby propose a way of anticipating the transformation of arbitrary information into ground truth knowledge by predicting the inclusion of new terms into the MeSH ontology. We also discuss the preparation of a dataset for the evaluation of emerging trend prediction algorithms that is based on PubMed abstracts and related MeSH terms. The results suggest that early prediction of emerging trends is possible.
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