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Nicholas J. Dobbins

11 papers hereh-index 10222 citations20 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author1
  • first author4
  • middle author6

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • cs.CL10
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedThe Leaf Clinical Trials Corpus: a new resource for query generation from clinical trial eligibility criteria

13 citations · 28 across the 10 of their papers we have counts for

collaborators
Showing 2022Show all

3 papers · 1 filter

cs.CL2022★ 2 cited

Leveraging Natural Language Processing to Augment Structured Social Determinants of Health Data in the Electronic Health Record

Kevin Lybarger, Nicholas J Dobbins, Ritche Long +4

Objective: Social determinants of health (SDOH) impact health outcomes and are documented in the electronic health record (EHR) through structured data and unstructured clinical no…

cs.CL2022★ 13 cited

The Leaf Clinical Trials Corpus: a new resource for query generation from clinical trial eligibility criteria

Nicholas J Dobbins, Tony Mullen, Ozlem Uzuner +1

Identifying cohorts of patients based on eligibility criteria such as medical conditions, procedures, and medication use is critical to recruitment for clinical trials. Such criter…

cs.CL2022

The NLP Sandbox: an efficient model-to-data system to enable federated and unbiased evaluation of clinical NLP models

Yao Yan, Thomas Yu, Kathleen Muenzen +14

Objective The evaluation of natural language processing (NLP) models for clinical text de-identification relies on the availability of clinical notes, which is often restricted due…

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