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A generic rule-based system for clinical trial patient selection
July 16, 2019 ยท Declared Dead ยท ๐ arXiv.org
"No code URL or promise found in abstract"
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Authors
Jianlin Shi, Kevin Graves, John F. Hurdle
arXiv ID
1907.06860
Category
cs.CL: Computation & Language
Cross-listed
cs.CY
Citations
5
Venue
arXiv.org
Last Checked
5 months ago
Abstract
The n2c2 2018 Challenge task 1 aimed to identify patients who meet lists of heterogeneous inclusion/exclusion criteria for a hypothetical clinical trial. We demonstrate a generic rule-based natural language pipeline can support this task with decent performance (the average F1 score on the test set is 0.89, ranked the 8th out of 45 teams ).
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