27 citations · 134 across the 20 of their papers we have counts for
4 papers · 1 filter
Semantically-aware population health risk analyses
Alexander New, Sabbir M. Rashid, John S. Erickson +2
One primary task of population health analysis is the identification of risk factors that, for some subpopulation, have a significant association with some health condition. Exampl…
Seq2RDF: An end-to-end application for deriving Triples from Natural Language Text
Yue Liu, Tongtao Zhang, Zhicheng Liang +2
We present an end-to-end approach that takes unstructured textual input and generates structured output compliant with a given vocabulary. Inspired by recent successes in neural ma…
Knowledge Integration for Disease Characterization: A Breast Cancer Example
Oshani Seneviratne, Sabbir M. Rashid, Shruthi Chari +4
With the rapid advancements in cancer research, the information that is useful for characterizing disease, staging tumors, and creating treatment and survivorship plans has been ch…
Exploiting Task-Oriented Resources to Learn Word Embeddings for Clinical Abbreviation Expansion
Yue Liu, Tao Ge, Kusum S. Mathews +2
In the medical domain, identifying and expanding abbreviations in clinical texts is a vital task for both better human and machine understanding. It is a challenging task because m…