Kirk Roberts

Kirk Roberts publication distribution in Computer Science in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Computer Science in 2026. The highlighted bar marks where Kirk Roberts sits on this spectrum.

Kirk Roberts D-index placement in Computer Science in 2026

The chart shows the D-index (discipline H-index) distribution of Computer Science scientists ranked by Research.com in 2026. The highlighted bar marks where Kirk Roberts sits on this spectrum.

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