Kevin Lybarger
Overview
Explore the profile of Kevin Lybarger including associated specialties, affiliations and a list of published articles.
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22
Citations
149
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Recent Articles
1.
Xie S, Spice C, Wedgeworth P, Langevin R, Lybarger K, Singh A, et al.
J Am Med Inform Assoc
. 2025 Mar;
PMID: 40085013
Objective: Artificial Intelligence (AI)-based approaches for extracting Social Drivers of Health (SDoH) from clinical notes offer healthcare systems an efficient way to identify patients' social needs, yet we know little...
2.
Rahman M, Irbaz M, North K, Williams M, Zampieri M, Lybarger K
J Biomed Inform
. 2024 Sep;
158:104727.
PMID: 39293643
Objective: The reading level of health educational materials significantly influences the understandability and accessibility of the information, particularly for minoritized populations. Many patient educational resources surpass widely accepted standards for...
3.
Fu Y, Ramachandran G, Halwani A, McInnes B, Xia F, Lybarger K, et al.
J Am Med Inform Assoc
. 2024 Sep;
31(11):2583-2594.
PMID: 39225779
Objective: Clinical notes contain unstructured representations of patient histories, including the relationships between medical problems and prescription drugs. To investigate the relationship between cancer drugs and their associated symptom burden,...
4.
Sathe N, Xian S, Mabrey F, Crosslin D, Mooney S, Morrell E, et al.
BMC Pulm Med
. 2023 Aug;
23(1):292.
PMID: 37559024
Background: Evolving ARDS epidemiology and management during COVID-19 have prompted calls to reexamine the construct validity of Berlin criteria, which have been rarely evaluated in real-world data. We developed a...
5.
Lybarger K, Bear Dont Walk O, Yetisgen M, Uzuner O
J Am Med Inform Assoc
. 2023 Jul;
30(8):1363-1366.
PMID: 37466054
No abstract available.
6.
Zhou S, Lybarger K, Yetisgen M, Ostendorf M
AMIA Jt Summits Transl Sci Proc
. 2023 Jun;
2023:622-631.
PMID: 37350923
Symptom information is primarily documented in free-text clinical notes and is not directly accessible for downstream applications. To address this challenge, information extraction approaches that can handle clinical language variation...
7.
Lybarger K, Dobbins N, Long R, Singh A, Wedgeworth P, Uzuner O, et al.
J Am Med Inform Assoc
. 2023 May;
30(8):1389-1397.
PMID: 37130345
Objective: Social determinants of health (SDOH) impact health outcomes and are documented in the electronic health record (EHR) through structured data and unstructured clinical notes. However, clinical notes often contain...
8.
Prado M, Kessler L, Au M, Burkhardt H, Zigman Suchsland M, Kowalski L, et al.
BMJ Open
. 2023 Apr;
13(4):e068832.
PMID: 37080616
Objective: Lung cancer is the most common cause of cancer-related death in the USA. While most patients are diagnosed following symptomatic presentation, no studies have compared symptoms and physical examination...
9.
Hartzler A, Xie S, Wedgeworth P, Spice C, Lybarger K, Wood B, et al.
J Am Med Inform Assoc
. 2023 Mar;
30(8):1456-1462.
PMID: 36944091
Identifying patients' social needs is a first critical step to address social determinants of health (SDoH)-the conditions in which people live, learn, work, and play that affect health. Addressing SDoH...
10.
Lybarger K, Yetisgen M, Uzuner O
J Am Med Inform Assoc
. 2023 Feb;
30(8):1367-1378.
PMID: 36795066
Objective: The n2c2/UW SDOH Challenge explores the extraction of social determinant of health (SDOH) information from clinical notes. The objectives include the advancement of natural language processing (NLP) information extraction...