Name
Title | ||
|---|---|---|
Semantics-based plausible reasoning to extend the knowledge coverage of medical knowledge bases for improved clinical decision support. |
Abstract | ||
|---|---|---|
We observed that plausible reasoning approaches, by generating tentative inferences and leveraging domain knowledge of experts, allow us to extend the coverage of medical knowledge bases, resulting in improved clinical decision support. Second, by leveraging OWL ontological knowledge, we are able to increase the expressivity and accuracy of plausible reasoning methods. Third, our approach is applicable to clinical decision support systems for a range of chronic diseases. |
Year | DOI | Venue |
|---|---|---|
2017 | 10.1186/s13040-017-0123-y | BioData Mining |
Keywords | Field | DocType |
Analogical reasoning,Inductive generalization,Medical knowledge bases,Plausible reasoning,Semantic Web reasoning | Inductive reasoning,Data mining,Knowledge representation and reasoning,Domain knowledge,Computer science,Model-based reasoning,Deductive reasoning,Bioinformatics,Opportunistic reasoning,Reasoning system,Qualitative reasoning | Journal |
Volume | Issue | ISSN |
10 | 1 | 1756-0381 |
Citations | PageRank | References |
3 | 0.43 | 23 |
Authors | ||
4 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Hossein Mohammadhassanzadeh | 1 | 7 | 1.70 |
| William Van Woensel | 2 | 103 | 15.32 |
| Samina Raza Abidi | 3 | 128 | 22.99 |
| Syed Sibte | 4 | 32 | 13.61 |