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2018 EMNLP EMNLP 2018

Listwise temporal ordering of events in clinical notes

Abstract

AbstractWe present metrics for listwise temporal ordering of events in clinical notes, as well as a baseline listwise temporal ranking model that generates a timeline of events that can be used in downstream medical natural language processing tasks.

🌉 Interdisciplinary Bridge - Artificial Intelligence and Healthcare & Medicine and Natural Language Processing

Authors

Serena Jeblee, Graeme Hirst

Topics

Natural Language Processing > Understanding > Semantic Analysis Natural Language Processing > Applications > Information Extraction Natural Language Processing > Applications > Information Retrieval Healthcare & Medicine > Clinical > Clinical NLP Machine Learning > Core Methods > Ranking Natural Language Processing > Applications > Natural Language Understanding

Keywords

listwise ranking clinical note event extraction temporal ordering medical language processing timeline generation
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