Kevin Lybarger

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 40

Top Topics

Annotated Corpus

Event Extraction

Top Venues

J. Am. Medical Informatics Assoc.

J. Biomed. Informatics

Publications

Yujuan Fu, Giridhar Kaushik Ramachandran, Nicholas J. Dobbins, Namu Park, Michael Leu, Abby R. Rosenberg, Kevin Lybarger, Fei Xia, Özlem Uzuner, Meliha Yetisgen
Extracting Social Determinants of Health from Pediatric Patient Notes Using Large Language Models: Novel Corpus and Methods. LREC/COLING (2024)
Alphaeus Dmonte, Marcos Zampieri, Kevin Lybarger, Massimiliano Albanese, Genya Coulter
Classifying Human-Generated and AI-Generated Election Claims in Social Media. CoRR (2024)
Namu Park, Kevin Lybarger, Giridhar Kaushik Ramachandran, Spencer Lewis, Aashka Damani, Özlem Uzuner, Martin L. Gunn, Meliha Yetisgen
A Novel Corpus of Annotated Medical Imaging Reports and Information Extraction Results Using BERT-based Language Models. LREC/COLING (2024)
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)
Yujuan Fu, Giridhar Kaushik Ramachandran, Nicholas J. Dobbins, Namu Park, Michael Leu, Abby R. Rosenberg, Kevin Lybarger, Fei Xia, Özlem Uzuner, Meliha Yetisgen
Extracting Social Determinants of Health from Pediatric Patient Notes Using Large Language Models: Novel Corpus and Methods. CoRR (2024)
Namu Park, Kevin Lybarger, Giridhar Kaushik Ramachandran, Spencer Lewis, Aashka Damani, Özlem Uzuner, Martin L. Gunn, Meliha Yetisgen
A Novel Corpus of Annotated Medical Imaging Reports and Information Extraction Results Using BERT-based Language Models. 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)