Back to search

Article

Annotation of phenotypes using ontologies: a Gold Standard for the training and evaluation of natural language processing systems

2018-05-15

Abstract excerpt

Natural language descriptions of organismal phenotypes - a principal object of study in biology, are abundant in biological literature. Expressing these phenotypes as logical statements using formal ontologies would enable large-scale analysis on phenotypic information from diverse systems. However, considerable human effort is required to make the semantics of phenotype descriptions amenable to machine reasoning...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work
a3729bba-57ca-599d-85c9-87b11016887d
DOI
10.1101/322156
Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest
Interactive article relationship graphSelect a related publication card to move it into the centre and load its closest explainable connections. Solid lines are source-backed structured connections. Dashed lines are semantic discovery signals and are not scientific evidence.
Annotation of phenotypes using ontologies: a Gold Standard for the training and evaluation of natural language processing systemsDOI 10.1101/322156
Select a neighboring publication to make it the new centre.