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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 2023Show all

2 papers · 1 filter

cs.CL2023

Prompt-based Extraction of Social Determinants of Health Using Few-shot Learning

Giridhar Kaushik Ramachandran, Yujuan Fu, Bin Han +4

Social determinants of health (SDOH) documented in the electronic health record through unstructured text are increasingly being studied to understand how SDOH impacts patient heal…

cs.CL2023★ 10 cited

LeafAI: query generator for clinical cohort discovery rivaling a human programmer

Nicholas J Dobbins, Bin Han, Weipeng Zhou +5

Objective: Identifying study-eligible patients within clinical databases is a critical step in clinical research. However, accurate query design typically requires extensive techni…

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