Kirk Roberts

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Citations	4563	3478
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Dina Demner-FushmanNational Library of MedicineVerified email at mail.nih.gov
Sanda M. HarabagiuUniversity of Texas at Dallas, ProfessorVerified email at utdallas.edu
Yuqi SiBaylor Scott White HealthVerified email at columbia.edu
Hua XuRobert T. McCluskey Professor, Section of Biomedical Informatics and Data Science, Yale UniversityVerified email at yale.edu
William Hersh, MD, FACP, FACMI, FA...Oregon Health & Science UniversityVerified email at ohsu.edu
Bryan RinkLanguage Computer Corp.Verified email at hlt.utdallas.edu
Surabhi DattaSchool of Biomedical Informatics, University of Texas Health Science Center at HoustonVerified email at uth.tmc.edu
Ellen VoorheesNISTVerified email at nist.gov
Sarvesh SoniSchool of Biomedical Informatics, University of Texas Health Science Center at Houston (UTHealth)Verified email at uth.tmc.edu
Steven BedrickOregon Health & Science UniversityVerified email at ohsu.edu
Cui TaoProfessor, University of Texas Health Science Center at HoustonVerified email at uth.tmc.edu
Andrew HicklMicrosoft CorporationVerified email at microsoft.com
Halil KilicogluAssociate Professor, University of Illinois at Urbana-ChampaignVerified email at illinois.edu
Muhammad "Tuan" Amith, MS, PhDAssistant Professor, Department of Biostatistics and Data Science, University of Texas MedicalVerified email at utmb.edu
Trevor CohenUniversity of WashingtonVerified email at uw.edu
Jingcheng Du, Ph.D.School of Biomedical Informatics, UTHealthVerified email at uth.tmc.edu
Elmer V. BernstamThe University of Texas Health Science Center at HoustonVerified email at uth.tmc.edu
Ian SoboroffNational Institute of Standards and TechnologyVerified email at nist.gov
Kyle LoAllen Institute for Artificial IntelligenceVerified email at allenai.org
Lucy Lu WangUniversity of Washington & Allen Institute for AIVerified email at uw.edu

Kirk Roberts

McWilliams School of Biomedical Informatics, University of Texas Health Science Center

Verified email at uth.tmc.edu

Natural Language Processing Information Retrieval Biomedical Informatics


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Learning to Read Chest X-Rays: Recurrent Neural Cascade Model for Automated Image Annotation HC Shin, K Roberts, L Lu, D Demner-Fushman, J Yao, RM Summers Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016	379	2016
EmpaTweet: Annotating and Detecting Emotions on Twitter K Roberts, MA Roach, J Johnson, J Guthrie, SM Harabagiu	310	2012
Deep learning in clinical natural language processing: a methodical review S Wu, K Roberts, S Datta, J Du, Z Ji, Y Si, S Soni, Q Wang, Q Wei, Y Xiang, ... Journal of the American Medical Informatics Association 27 (3), 457-470, 2020	272	2020
Enhancing clinical concept extraction with contextual embeddings Y Si, J Wang, H Xu, K Roberts Journal of the American Medical Informatics Association 26 (11), 1297-1304, 2019	271	2019
Automatic extraction of relations between medical concepts in clinical texts B Rink, S Harabagiu, K Roberts Journal of the American Medical Informatics Association 18 (5), 594-600, 2011	203	2011
A publicly available benchmark for biomedical dataset retrieval: the reference standard for the 2016 bioCADDIE dataset retrieval challenge T Cohen, K Roberts, AE Gururaj, X Chen, S Pournejati, G Alter, WR Hersh, ... Database 2017, bax061, 2017	180	2017
Recognizing textual entailment with LCC’s GROUNDHOG system A Hickl, J Williams, J Bensley, K Roberts, B Rink, Y Shi Proceedings of the Second PASCAL Challenges Workshop, 2006	166	2006
TREC-COVID: constructing a pandemic information retrieval test collection E Voorhees, T Alam, S Bedrick, D Demner-Fushman, WR Hersh, K Lo, ... ACM SIGIR Forum 54 (1), 1-12, 2021	161	2021
TREC-COVID: rationale and structure of an information retrieval shared task for COVID-19 K Roberts, T Alam, S Bedrick, D Demner-Fushman, K Lo, I Soboroff, ... Journal of the American Medical Informatics Association 27 (9), 1431-1436, 2020	123	2020
Overview of the TREC 2018 Precision Medicine Track K Roberts, D Demner-Fushman, EM Voorhees, WR Hersh, S Bedrick, ... Text REtrieval Conference, 2018	111	2018
Overview of the TREC 2017 Precision Medicine Track K Roberts, D Demner-Fushman, EM Voorhees, WR Hersh, S Bedrick, ... TREC, Gaithersburg, MD, 2017	111	2017
Question Answering with LCC's CHAUCER-2 at TREC 2007 A Hickl, K Roberts, B Rink, J Bensley, T Jungen, Y Shi, J Williams Proceedings of the Sixteenth Text REtrieval Conference, 2007	94	2007
Deep representation learning of patient data from Electronic Health Records (EHR): A systematic review Y Si, J Du, Z Li, X Jiang, T Miller, F Wang, WJ Zheng, K Roberts Journal of Biomedical Informatics 115, 103671, 2020	92	2020
State-of-the-art in biomedical literature retrieval for clinical cases: a survey of the TREC 2014 CDS track K Roberts, M Simpson, D Demner-Fushman, E Voorhees, W Hersh Information Retrieval Journal, 2015	90	2015
A flexible framework for deriving assertions from electronic medical records K Roberts, SM Harabagiu Journal of the American Medical Informatics Association 18 (5), 568-573, 2011	75	2011
Overview of the TAC 2017 Adverse Reaction Extraction from Drug Labels Track. K Roberts, D Demner-Fushman, JM Tonning TAC, 2017	69	2017
Automatically Classifying Question Types for Consumer Health Questions K Roberts, H Kilicoglu, M Fiszman, D Demner-Fushman AMIA Annual Symposium, 2014	63	2014
Decomposing Consumer Health Questions K Roberts, H Kilicoglu, M Fiszman, D Demner-Fushman BioNLP Workshop, 29-37, 2014	63*	2014
Relation Extraction from Clinical Narratives Using Pre-trained Language Models Q Wei, Z Ji, Y Si, J Du, J Wang, F Tiryaki, S Wu, C Tao, K Roberts, H Xu AMIA Annual Symposium Proceedings 2019, 1236, 2019	61	2019
Overview of the TREC 2020 Precision Medicine Track K Roberts, D Demner-Fushman, EM Voorhees, S Bedrick, WR Hersh Proceedings of the Twenty-Ninth Text Retrieval Conference, 2020	60	2020

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