Atopic dermatitis or eczema? Consequences of ambiguity in disease name for biomedical literature mining
Clinical & Experimental Allergy2021Vol. 51(9), pp. 1185–1194
Citations Over TimeTop 17% of 2021 papers
Abstract
There is a considerable discrepancy when using text mining to extract bio-entities related to eczema or AD. Our results suggest that any systematic approach (particularly when looking for metabolites or genes related to the condition) should be performed using both terms jointly. We propose to use decision tree learning as a tool to spot and characterize ambiguity, and provide the source code for disambiguation at https://github.com/cfrainay/ResearchCodeBase.
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