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Year Number of Results
2016 2
2017 5
2018 4
2019 6
2020 9
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A frame semantic overview of NLP-based information extraction for cancer-related EHR notes.
Datta S, Bernstam EV, Roberts K. Datta S, et al. J Biomed Inform. 2019 Dec;100:103301. doi: 10.1016/j.jbi.2019.103301. Epub 2019 Oct 4. J Biomed Inform. 2019. PMID: 31589927 Review.
Deep learning in clinical natural language processing: a methodical review.
Wu S, Roberts K, Datta S, Du J, Ji Z, Si Y, Soni S, Wang Q, Wei Q, Xiang Y, Zhao B, Xu H. Wu S, et al. J Am Med Inform Assoc. 2020 Mar 1;27(3):457-470. doi: 10.1093/jamia/ocz200. J Am Med Inform Assoc. 2020. PMID: 31794016
A dataset of 200 structured product labels annotated for adverse drug reactions.
Demner-Fushman D, Shooshan SE, Rodriguez L, Aronson AR, Lang F, Rogers W, Roberts K, Tonning J. Demner-Fushman D, et al. Sci Data. 2018 Jan 30;5:180001. doi: 10.1038/sdata.2018.1. Sci Data. 2018. PMID: 29381145 Free PMC article.
Resource Classification for Medical Questions.
Roberts K, Rodriguez L, Shooshan SE, Demner-Fushman D. Roberts K, et al. AMIA Annu Symp Proc. 2017 Feb 10;2016:1040-1049. eCollection 2016. AMIA Annu Symp Proc. 2017. PMID: 28269901 Free PMC article.
A Frame-Based NLP System for Cancer-Related Information Extraction.
Si Y, Roberts K. Si Y, et al. AMIA Annu Symp Proc. 2018 Dec 5;2018:1524-1533. eCollection 2018. AMIA Annu Symp Proc. 2018. PMID: 30815198 Free PMC article.
Enhancing clinical concept extraction with contextual embeddings.
Si Y, Wang J, Xu H, Roberts K. Si Y, et al. J Am Med Inform Assoc. 2019 Nov 1;26(11):1297-1304. doi: 10.1093/jamia/ocz096. J Am Med Inform Assoc. 2019. PMID: 31265066 Free PMC article.
Annotating Logical Forms for EHR Questions.
Roberts K, Demner-Fushman D. Roberts K, et al. LREC Int Conf Lang Resour Eval. 2016 May;2016:3772-3778. LREC Int Conf Lang Resour Eval. 2016. PMID: 28503677 Free PMC article.
Leveraging existing corpora for de-identification of psychiatric notes using domain adaptation.
Lee HJ, Zhang Y, Roberts K, Xu H. Lee HJ, et al. AMIA Annu Symp Proc. 2018 Apr 16;2017:1070-1079. eCollection 2017. AMIA Annu Symp Proc. 2018. PMID: 29854175 Free PMC article.
Conceiving an application ontology to model patient human papillomavirus vaccine counseling for dialogue management.
Amith M, Roberts K, Tao C. Amith M, et al. BMC Bioinformatics. 2019 Dec 23;20(Suppl 21):706. doi: 10.1186/s12859-019-3193-7. BMC Bioinformatics. 2019. PMID: 31865902 Free PMC article.
Adapting Word Embeddings from Multiple Domains to Symptom Recognition from Psychiatric Notes.
Zhang Y, Li HJ, Wang J, Cohen T, Roberts K, Xu H. Zhang Y, et al. AMIA Jt Summits Transl Sci Proc. 2018 May 18;2017:281-289. eCollection 2018. AMIA Jt Summits Transl Sci Proc. 2018. PMID: 29888086 Free PMC article.
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