Title | ||
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Review of Temporal Reasoning in the Clinical Domain for Timeline Extraction: Where we are and where we need to be |
Abstract | ||
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•Relative and implicit temporal information are challenging for existing tools.•Temporal expression normalization is still a challenge for state-of-the-art systems.•Improvement is needed in identifying inter-sentence temporal relationships.•Future co-reference resolution methods need to include temporal information.•Clinical timeline extraction needs interoperable tools that integrate many data types. |
Year | DOI | Venue |
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2021 | 10.1016/j.jbi.2021.103784 | Journal of Biomedical Informatics |
Keywords | DocType | Volume |
Clinical natural language processing,Temporal reasoning,Timeline extraction | Journal | 118 |
ISSN | Citations | PageRank |
1532-0464 | 0 | 0.34 |
References | Authors | |
0 | 2 |
Name | Order | Citations | PageRank |
---|---|---|---|
Amy L. Olex | 1 | 3 | 1.14 |
Bridget T. McInnes | 2 | 280 | 23.66 |