English

A generic rule-based system for clinical trial patient selection

Computation and Language 2019-07-17 v1 Computers and Society

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 ).

Cite

@article{arxiv.1907.06860,
  title  = {A generic rule-based system for clinical trial patient selection},
  author = {Jianlin Shi and Kevin Graves and John F. Hurdle},
  journal= {arXiv preprint arXiv:1907.06860},
  year   = {2019}
}
R2 v1 2026-06-23T10:21:54.150Z