Constructing disease-centric knowledge graphs: a case study for depression (short version)

Z Huang, J Yang, F van Harmelen, Q Hu - Artificial Intelligence in Medicine …, 2017 - Springer
Z Huang, J Yang, F van Harmelen, Q Hu
Artificial Intelligence in Medicine: 16th Conference on Artificial …, 2017Springer
In this paper we show how we used multiple large knowledge sources to construct a much
smaller knowledge graph that is focussed on single disease (in our case major depression
disorder). Such a disease-centric knowledge-graph makes it more convenient for doctors (in
our case psychiatric doctors) to explore the relationship among various knowledge
resources and to answer realistic clinical queries.
Abstract
In this paper we show how we used multiple large knowledge sources to construct a much smaller knowledge graph that is focussed on single disease (in our case major depression disorder). Such a disease-centric knowledge-graph makes it more convenient for doctors (in our case psychiatric doctors) to explore the relationship among various knowledge resources and to answer realistic clinical queries.
Springer
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