Researcher profile · Semantic Scholar

Amber Stubbs

h-index: 17
Works: 33
Citations: 2,277

Most-cited papers

2018 N2c2 Shared Task on Adverse Drug Events and Medication Extraction in Electronic Health Records
Sam Henry, K. Buchan, Michele Filannino, Amber Stubbs +1 more
2020J. Am. Medical Informatics Assoc.318 citations Open access
Semantic Scholar
Automated systems for the de-identification of longitudinal clinical narratives: Overview of 2014 i2b2/UTHealth shared task Track 1
Amber Stubbs, Christopher Kotfila, Özlem Uzuner
2015Journal of Biomedical Informatics291 citations Open access
Semantic Scholar
Natural Language Annotation for Machine Learning
J. Pustejovsky, Amber Stubbs
2012287 citations
Semantic Scholar
Annotating longitudinal clinical narratives for de-identification: the 2014 i2b2/UTHealth Corpus
Amber Stubbs, Özlem Uzuner
2015Journal of Biomedical Informatics274 citations Open access
Semantic Scholar
Natural Language Annotation for Machine Learning - a Guide to Corpus-Building for Applications
J. Pustejovsky, Amber Stubbs
2012201 citations
Semantic Scholar
Identifying risk factors for heart disease over time: Overview of 2014 i2b2/UTHealth shared task Track 2
Amber Stubbs, Christopher Kotfila, Hua Xu, Özlem Uzuner
2015Journal of Biomedical Informatics135 citations Open access
Semantic Scholar
De-identification of psychiatric intake records: Overview of 2016 CEGS N-GRID Shared Tasks Track 1
Amber Stubbs, Michele Filannino, Özlem Uzuner
2017Journal of Biomedical Informatics120 citations Open access
Semantic Scholar
Cohort selection for clinical trials: n2c2 2018 shared task track 1
Amber Stubbs, Michele Filannino, Ergin Soysal, Sam Henry +1 more
2019J. Am. Medical Informatics Assoc.91 citations Open access
Semantic Scholar
Increasing Informativeness in Temporal Annotation
J. Pustejovsky, Amber Stubbs
2011Law85 citations
Semantic Scholar
Annotating Risk Factors for Heart Disease in Clinical Narratives for Diabetic Patients
Amber Stubbs, Özlem Uzuner
2015Journal of Biomedical Informatics71 citations Open access
Semantic Scholar
MAE and MAI: Lightweight Annotation and Adjudication Tools
Amber Stubbs
2011Law56 citations
Semantic Scholar
Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics: System Demonstrations
Sebastian Gehrmann, H. Strobelt, Alexander M. Rush, Fabio Kepler +496 more
201955 citations Open access
Semantic Scholar
Creation of a new longitudinal corpus of clinical narratives
Vishesh Kumar, Amber Stubbs, S. Shaw, Özlem Uzuner
2015Journal of Biomedical Informatics54 citations Open access
Semantic Scholar
Practical Applications for Natural Language Processing in Clinical Research: The 2014 i2b2/UTHealth Shared Tasks
Özlem Uzuner, Amber Stubbs
2015Journal of Biomedical Informatics47 citations Open access
Semantic Scholar
Symptom severity prediction from neuropsychiatric clinical records: Overview of 2016 CEGS N-GRID Shared Tasks Track 2
Michele Filannino, Amber Stubbs, Özlem Uzuner
2017Journal of Biomedical Informatics41 citations Open access
Semantic Scholar
Ease of Adoption of Clinical Natural Language Processing Software: An Evaluation of Five Systems
Kai Zheng, V.G.Vinod Vydiswaran, Yang Liu, Yue Wang +9 more
2015Journal of Biomedical Informatics38 citations Open access
Semantic Scholar
A Methodology for Using Professional Knowledge in Corpus
J. Pustejovsky, Amber Stubbs
201317 citations
Semantic Scholar
A Natural Language Processing Challenge for Clinical Records: Research Domains Criteria (RDoC) for Psychiatry
Özlem Uzuner, Amber Stubbs, Michele Filannino
2017Journal of Biomedical Informatics15 citations Open access
Semantic Scholar
Challenges in Synthesizing Surrogate PHI in Narrative EMRs
Amber Stubbs, Özlem Uzuner, Christopher Kotfila, Ira Goldstein +1 more
2015Medical Data Privacy Handbook15 citations
Semantic Scholar
Advancing the state of the art in automatic extraction of adverse drug events from narratives
Özlem Uzuner, Amber Stubbs, L. Lenert
2019J. Am. Medical Informatics Assoc.14 citations Open access
Semantic Scholar
De-identification of Medical Records Through Annotation
Amber Stubbs, Özlem Uzuner
201713 citations
Semantic Scholar
Corrigendum to "Symptom severity prediction from neuropsychiatric clinical records: Overview of 2016 CEGS N-GRID shared tasks Track 2" [J Biomed Inform. 2017 Nov;75S: S62-S70]
Michele Filannino, Amber Stubbs, Özlem Uzuner
2018Journal of Biomedical Informatics9 citations Open access
Semantic Scholar
Combining Independent Syntactic and Semantic Annotation Schemes
M. Verhagen, Amber Stubbs, J. Pustejovsky
2007LAW@ACL8 citations Open access
Semantic Scholar
Automated systems for the de-identiﬁcation of longitudinal clinical narratives: Overview of 2014 i2b2/UTHealth shared task Track 1
Amber Stubbs, Christopher Kotfila, Özlem Uzuner
7 citations
Semantic Scholar
New approaches to cohort selection
Amber Stubbs, Özlem Uzuner
2019J. Am. Medical Informatics Assoc.6 citations Open access
Semantic Scholar
Chronology of your health events: Approaches to extracting temporal relations from medical narratives
Özlem Uzuner, Amber Stubbs, Wei-Yi Sun
2013Journal of Biomedical Informatics6 citations Open access
Semantic Scholar
Seventh i2b2 Shared Task and Workshop Challenges in Natural Language Processing for Clinical Data
Amber Stubbs, Özlem Uzuner, Hua Xu, Kai Zheng +5 more
20145 citations
Semantic Scholar
Applying the TARSQI Toolkit to Augment Text Mining of EHRs
Amber Stubbs, Benjamin J. Harshfield
2010BioNLP@ACL4 citations
Semantic Scholar
Proceedings of the Second Workshop on Storytelling
Xiao-Yu Qi, Rui-Hua Song, Chun-Ting Wang, Jin Zhou +496 more
20193 citations Open access
Semantic Scholar
Machine Learning for Higher-Level Linguistic Tasks
Anna Rumshisky, Amber Stubbs
20173 citations
Semantic Scholar
Team-Teaching with Colleagues in the Arts and Humanities
Keith J. O'Hara, Sven Anderson, D. Musicant, Amber Stubbs +1 more
2018Technical Symposium on Computer Science Education2 citations
Semantic Scholar
Biomedical/Clinical NLP
Özlem Uzuner, M. Yetişgen, Amber Stubbs
2014International Conference on Computational Linguistics2 citations
Semantic Scholar
Research and Applications 2018 n2c2 shared task on adverse drug events and medication extraction in electronic health records
Sam Henry, K. Buchan, Michele Filannino, Amber Stubbs +1 more
20190 citations
Semantic Scholar

Christopher Kotfila

×4

Sam Henry×3

K. Buchan×2

Hua Xu×2

Sung-Jin Lee×2

Jianfeng Gao×2

Dilek Z. Hakkani-Tür×2

Wei Lu×2