128 citations · 164 across the 2 of their papers we have counts for
4 papers
Machine learning for modeling the progression of Alzheimer disease dementia using clinical data: a systematic literature review
Sayantan Kumar, Inez Oh, Suzanne Schindler +3
Objective Alzheimer disease (AD) is the most common cause of dementia, a syndrome characterized by cognitive impairment severe enough to interfere with activities of daily life. We…
Jointly Embedding Entities and Text with Distant Supervision
Denis Newman-Griffis, Albert M. Lai, Eric Fosler-Lussier
Learning representations for knowledge base entities and concepts is becoming increasingly important for NLP applications. However, recent entity embedding methods have relied on s…
Insights into Analogy Completion from the Biomedical Domain
Denis Newman-Griffis, Albert M Lai, Eric Fosler-Lussier
Analogy completion has been a popular task in recent years for evaluating the semantic properties of word embeddings, but the standard methodology makes a number of assumptions abo…
How essential are unstructured clinical narratives and information fusion to clinical trial recruitment?
Preethi Raghavan, James L. Chen, Eric Fosler-Lussier +1
Electronic health records capture patient information using structured controlled vocabularies and unstructured narrative text. While structured data typically encodes lab values,…