8 citations · 8 across the 1 of their papers we have counts for
3 papers
Attend to Medical Ontologies: Content Selection for Clinical Abstractive Summarization
Sajad Sotudeh, Nazli Goharian, Ross W. Filice
Sequence-to-sequence (seq2seq) network is a well-established model for text summarization task. It can learn to produce readable content; however, it falls short in effectively ide…
Ranking Significant Discrepancies in Clinical Reports
Sean MacAvaney, Arman Cohan, Nazli Goharian +1
Medical errors are a major public health concern and a leading cause of death worldwide. Many healthcare centers and hospitals use reporting systems where medical practitioners wri…
Ontology-Aware Clinical Abstractive Summarization
Sean MacAvaney, Sajad Sotudeh, Arman Cohan +3
Automatically generating accurate summaries from clinical reports could save a clinician's time, improve summary coverage, and reduce errors. We propose a sequence-to-sequence abst…