6 citations · 10 across the 3 of their papers we have counts for
3 papers
Computing Conceptual Distances between Breast Cancer Screening Guidelines: An Implementation of a Near-Peer Epistemic Model of Medical Disagreement
Hossein Hematialam, Luciana Garbayo, Seethalakshmi Gopalakrishnan +1
Using natural language processing tools, we investigate the differences of recommendations in medical guidelines for the same decision problem -- breast cancer screening. We show t…
Towards Semantic Modeling of Contradictions and Disagreements: A Case Study of Medical Guidelines
Wlodek Zadrozny, Hossein Hematialam, Luciana Garbayo
We introduce a formal distinction between contradictions and disagreements in natural language texts, motivated by the need to formally reason about contradictory medical guideline…
Identifying Condition-Action Statements in Medical Guidelines Using Domain-Independent Features
Hossein Hematialam, Wlodek Zadrozny
This paper advances the state of the art in text understanding of medical guidelines by releasing two new annotated clinical guidelines datasets, and establishing baselines for usi…