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Kevin Lybarger
ORCID
Publication Activity (10 Years)
Years Active: 2017-2024
Publications (10 Years): 35
Top Topics
Event Extraction
Automatically Detecting
Language Model
Health Information
Top Venues
CoRR
AMIA
J. Am. Medical Informatics Assoc.
J. Biomed. Informatics
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Publications
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Md. Mushfiqur Rahman
,
Mohammad Sabik Irbaz
,
Kai North
,
Michelle S. Williams
,
Marcos Zampieri
,
Kevin Lybarger
Health Text Simplification: An Annotated Corpus for Digestive Cancer Education and Novel Strategies for Reinforcement Learning.
CoRR
(2024)
Wilson Lau
,
Kevin Lybarger
,
Martin L. Gunn
,
Meliha Yetisgen
Event-Based Clinical Finding Extraction from Radiology Reports with Pre-trained Language Model.
J. Digit. Imaging
36 (1) (2023)
Kevin Lybarger
,
Meliha Yetisgen
,
Özlem Uzuner
The 2022 n2c2/UW shared task on extracting social determinants of health.
J. Am. Medical Informatics Assoc.
30 (8) (2023)
Giridhar Kaushik Ramachandran
,
Haritha Gangavarapu
,
Kevin Lybarger
,
Özlem Uzuner
MasonNLP+ at SemEval-2023 Task 8: Extracting Medical Questions, Experiences and Claims from Social Media using Knowledge-Augmented Pre-trained Language Models.
CoRR
(2023)
Kevin Lybarger
,
Meliha Yetisgen
,
Özlem Uzuner
The 2022 n2c2/UW Shared Task on Extracting Social Determinants of Health.
CoRR
(2023)
Giridhar Kaushik Ramachandran
,
Kevin Lybarger
,
Yaya Liu
,
Diwakar Mahajan
,
Jennifer J. Liang
,
Ching-Huei Tsou
,
Meliha Yetisgen
,
Özlem Uzuner
Extracting medication changes in clinical narratives using pre-trained language models.
J. Biomed. Informatics
139 (2023)
Kevin Lybarger
,
Oliver J. Bear Don't Walk
,
Meliha Yetisgen
,
Özlem Uzuner
Advancements in extracting social determinants of health information from narrative text.
J. Am. Medical Informatics Assoc.
30 (8) (2023)
Bin Han
,
Haotian Zhu
,
Sitong Zhou
,
Sofia Ahmed
,
Md. Mushfiqur Rahman
,
Fei Xia
,
Kevin Lybarger
HuskyScribe at MEDIQA-Sum 2023: Summarizing Clinical Dialogues with Transformers.
CLEF (Working Notes)
(2023)
Giridhar Kaushik Ramachandran
,
Haritha Gangavarapu
,
Kevin Lybarger
,
Özlem Uzuner
MasonNLP+ at SemEval-2023 Task 8: Extracting Medical Questions, Experiences and Claims from Social Media using Knowledge-Augmented Pre-trained Language Models.
SemEval@ACL
(2023)
Andrea L. Hartzler
,
Serena Jinchen Xie
,
Patrick Wedgeworth
,
Carolin Spice
,
Kevin Lybarger
,
Brian R Wood
,
Herbert Duber
,
Gary Hsieh
,
Angad P. Singh
,
Kase Cragg
,
Shoma Goomansingh
,
Searetha Simons
,
J. J. Wong
,
Angeilea' Yancey-Watson
Integrating patient voices into the extraction of social determinants of health from clinical notes: ethical considerations and recommendations.
J. Am. Medical Informatics Assoc.
30 (8) (2023)
Kevin Lybarger
,
Nicholas J. Dobbins
,
Ritche Long
,
Angad Singh
,
Patrick Wedgeworth
,
Özlem Uzuner
,
Meliha Yetisgen
Leveraging natural language processing to augment structured social determinants of health data in the electronic health record.
J. Am. Medical Informatics Assoc.
30 (8) (2023)
Giridhar Kaushik Ramachandran
,
Yujuan Fu
,
Bin Han
,
Kevin Lybarger
,
Nicholas J. Dobbins
,
Özlem Uzuner
,
Meliha Yetisgen
Prompt-based Extraction of Social Determinants of Health Using Few-shot Learning.
ClinicalNLP@ACL
(2023)
Giridhar Kaushik Ramachandran
,
Yujuan Fu
,
Bin Han
,
Kevin Lybarger
,
Nicholas J. Dobbins
,
Özlem Uzuner
,
Meliha Yetisgen
Prompt-based Extraction of Social Determinants of Health Using Few-shot Learning.
CoRR
(2023)
Sitong Zhou
,
Kevin Lybarger
,
Meliha Yetisgen
,
Mari Ostendorf
Generalizing through Forgetting - Domain Generalization for Symptom Event Extraction in Clinical Notes.
CoRR
(2022)
Giridhar Kaushik Ramachandran
,
Kevin Lybarger
,
Yaya Liu
,
Diwakar Mahajan
,
Jennifer J. Liang
,
Ching-Huei Tsou
,
Meliha Yetisgen
,
Özlem Uzuner
Extracting Medication Changes in Clinical Narratives using Pre-trained Language Models.
CoRR
(2022)
Kevin Lybarger
,
Nicholas J. Dobbins
,
Ritche Long
,
Angad Singh
,
Patrick Wedgeworth
,
Özlem Ozuner
,
Meliha Yetisgen
Leveraging Natural Language Processing to Augment Structured Social Determinants of Health Data in the Electronic Health Record.
CoRR
(2022)
Xiruo Ding
,
Kevin Lybarger
,
Justin Tauscher
,
Trevor Cohen
Improving Classification of Infrequent Cognitive Distortions: Domain-Specific Model vs. Data Augmentation.
NAACL-HLT (Student Research Workshop)
(2022)
Kevin Lybarger
,
Namu Park
,
Sitong Zhou
,
Aashka Damani
,
Alison Brennan
,
Jagjeet Gill
,
Nianiella Dorvall
,
Vy Huynh
,
Spencer Lewis
,
Martin L. Gunn
,
Özlem Uzuner
,
Meliha Yetisgen
A Corpus of Radiology Reports From Multiple Imaging Modalities With Fine-grained Event-based Annotations.
AMIA
(2022)
Wilson Lau
,
Kevin Lybarger
,
Martin L. Gunn
,
Meliha Yetisgen
Event-based clinical findings extraction from radiology reports with pre-trained language model.
CoRR
(2021)
Kevin Lybarger
,
Erica Qiao
,
Meliha Yetisgen
An exploration of information extraction models on transcribed patient visits.
AMIA
(2021)
Kevin Lybarger
,
Mari Ostendorf
,
Matthew Thompson
,
Meliha Yetisgen
Extracting COVID-19 diagnoses and symptoms from clinical text: A new annotated corpus and neural event extraction framework.
J. Biomed. Informatics
117 (2021)
Arjun Chakraborty
,
Kevin Lybarger
,
Dustin Long
,
Vikas O. Shah
,
Meliha Yetisgen
Automatic Detection of Surgical Site Infections Using EHR Data.
AMIA
(2021)
Kevin Lybarger
,
Linzee Mabrey
,
Matthew Thau
,
Pavan K. Bhatraju
,
Mark M. Wurfel
,
Meliha Yetisgen
Identifying ARDS using the Hierarchical Attention Network with Sentence Objectives Framework.
CoRR
(2021)
Kevin Lybarger
,
Mari Ostendorf
,
Meliha Yetisgen
Annotating social determinants of health using active learning, and characterizing determinants using neural event extraction.
J. Biomed. Informatics
113 (2021)
Kevin Lybarger
,
Aashka Damani
,
Martin L. Gunn
,
Özlem Uzuner
,
Meliha Yetisgen
Extracting Radiological Findings With Normalized Anatomical Information Using a Span-Based BERT Relation Extraction Model.
CoRR
(2021)
Kevin Lybarger
,
Linzee Mabrey
,
Matthew R. Thau
,
Pavan K. Bhatraju
,
Mark M. Wurfel
,
Meliha Yetisgen
Identifying ARDS using the Hierarchical Attention Network with Sentence Objectives Framework.
AMIA
(2021)
Kevin Lybarger
,
Mari Ostendorf
,
Meliha Yetisgen
Annotating Social Determinants of Health Using Active Learning, and Characterizing Determinants Using Neural Event Extraction.
CoRR
(2020)
Kevin Lybarger
,
Mari Ostendorf
,
Matthew Thompson
,
Meliha Yetisgen
Extracting COVID-19 Diagnoses and Symptoms From Clinical Text: A New Annotated Corpus and Neural Event Extraction Framework.
CoRR
(2020)
Kevin Lybarger
,
Elizabeth Chang
,
Kylie Kerker
,
Jolie Shen
,
Erica Qiao
,
Özlem Uzuner
,
Mari Ostendorf
,
Meliha Yetisgen
A Novel Corpus With Detailed Annotations of Social Determinants of Health.
AMIA
(2020)
Kevin Lybarger
,
Mari Ostendorf
,
Özlem Uzuner
,
Meliha Yetisgen
Automatic Identification of Social Determinants of Health from Clinical Records.
AMIA
(2019)
Kevin Lybarger
,
Meliha Yetisgen
,
Mari Ostendorf
Using Neural Multi-task Learning to Extract Substance Abuse Information from Clinical Notes.
AMIA
(2018)
Kevin Lybarger
,
Mari Ostendorf
,
Eve A. Riskin
,
Thomas H. Payne
,
Andrew A. White
,
Meliha Yetisgen
Asynchronous Speech Recognition Affects Physician Editing of Notes.
Appl. Clin. Inform.
9 (04) (2018)
Thomas H. Payne
,
W. David Alonso
,
Andrew Markiel
,
Kevin Lybarger
,
Andrew A. White
Using voice to create hospital progress notes: Description of a mobile application and supporting system integrated with a commercial electronic health record.
J. Biomed. Informatics
77 (2018)
Kevin Lybarger
,
Mari Ostendorf
,
Meliha Yetisgen
Automatically Detecting Likely Edits in Clinical Notes Created Using Automatic Speech Recognition.
AMIA
(2017)
Thomas H. Payne
,
Andrew Markiel
,
William D. Alonso
,
Ross J. Lordon
,
Kevin Lybarger
,
Meliha Yetisgen
,
Jennifer M. Zech
,
Andrew A. White
Improving Electronic Inpatient Progress Notes Using Voice: Results from the VGEENS Project.
AMIA
(2017)