Kirk Roberts

Best Publications

• Deep learning in clinical natural language processing: a methodical review.

  Stephen Wu;Kirk Roberts;Surabhi Datta;Jingcheng Du

  429
  Citations

• Learning to Read Chest X-Rays: Recurrent Neural Cascade Model for Automated Image Annotation

  Hoo-Chang Shin;Kirk Roberts;Le Lu;Dina Demner-Fushman

  392
  Citations

• Enhancing clinical concept extraction with contextual embeddings.

  Yuqi Si;Jingqi Wang;Hua Xu;Kirk E. Roberts

  314
  Citations

• EmpaTweet: Annotating and Detecting Emotions on Twitter

  Kirk Roberts;Michael A. Roach;Joseph Johnson;Josh Guthrie

  286
  Citations

• Improving large language models for clinical named entity recognition via prompt engineering

  Unknown

  241
  Citations

• Deep representation learning of patient data from Electronic Health Records (EHR): A systematic review

  Yuqi Si;Jingcheng Du;Zhao Li;Xiaoqian Jiang

  212
  Citations

• Automatic extraction of relations between medical concepts in clinical texts

  Bryan Rink;Sanda M. Harabagiu;Kirk Roberts

  208
  Citations

• Overview of the TREC 2015 Clinical Decision Support Track.

  Kirk Roberts;Matthew S. Simpson;Ellen M. Voorhees;William R. Hersh

  157
  Citations

• TREC-COVID: rationale and structure of an information retrieval shared task for COVID-19.

  Kirk Roberts;Tasmeer Alam;Steven Bedrick;Dina Demner-Fushman

  127
  Citations

• TREC-COVID: constructing a pandemic information retrieval test collection

  Ellen Voorhees;Tasmeer Alam;Steven Bedrick;Dina Demner-Fushman

  118
  Citations

• State-of-the-art in biomedical literature retrieval for clinical cases: a survey of the TREC 2014 CDS track

  Kirk Roberts;Matthew Simpson;Dina Demner-Fushman;Ellen Voorhees

  115
  Citations

• Overview of the TREC 2017 Precision Medicine Track.

  Kirk Roberts;Dina Demner-Fushman;Ellen M. Voorhees;William R. Hersh

  98
  Citations

• Overview of the TREC 2018 Precision Medicine Track.

  Kirk Roberts;Dina Demner-Fushman;Ellen M. Voorhees;William R. Hersh

  93
  Citations

• A flexible framework for deriving assertions from electronic medical records.

  Kirk Roberts;Sanda M Harabagiu

  78
  Citations

• Interactive use of online health resources: a comparison of consumer and professional questions

  Kirk Roberts;Dina Demner-Fushman

  71
  Citations

• Question Answering with LCC's CHAUCER-2 at TREC 2007

  Unknown

  60
  Citations

• Automatically classifying question types for consumer health questions.

  Kirk Roberts;Halil Kilicoglu;Marcelo Fiszman;Dina Demner-Fushman

  57
  Citations

• Automatic classification of scanned electronic health record documents

  Heath Goodrum;Kirk Roberts;Elmer V. Bernstam

  54
  Citations

• A dataset of 200 structured product labels annotated for adverse drug reactions.

  Dina Demner-Fushman;Sonya E. Shooshan;Laritza Rodriguez;Alan R. Aronson

  54
  Citations

• Relation Extraction from Clinical Narratives Using Pre-trained Language Models.

  Qiang Wei;Zongcheng Ji;Yuqi Si;Jingcheng Du

  50
  Citations