David Liebovitz
Overview
Explore the profile of David Liebovitz including associated specialties, affiliations and a list of published articles.
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Articles
31
Citations
312
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Recent Articles
1.
Theros J, Soetikno A, Liebovitz D
Med Teach
. 2025 Feb;
:1-3.
PMID: 39940108
What Was The Educational Challenge?: The integration of machine learning (ML) and large language models (LLMs) into healthcare is transforming diagnostics, patient care, and administrative workflows. However, most clinicians lack...
2.
Guggilla V, Kang M, Bak M, Tran S, Pawlowski A, Nannapaneni P, et al.
medRxiv
. 2025 Jan;
PMID: 39867358
Identifying immunosuppressed patients using structured data can be challenging. Large language models effectively extract structured concepts from unstructured clinical text. Here we show that GPT-4o outperforms traditional approaches in identifying...
3.
Subramanian S, Kobrin S, Hoover S, Tan S, Brenner A, Campbell J, et al.
BMC Health Serv Res
. 2024 Nov;
24(1):1356.
PMID: 39506739
Background: The purpose of the Accelerating Colorectal Cancer Screening and Follow-up through Implementation Science (ACCSIS) Program, a Cancer Moonshot℠ Initiative, is to support research to build the evidence base on...
4.
Ramgopal S, Belanger T, Lorenz D, Lipsett S, Neuman M, Liebovitz D, et al.
Pediatr Emerg Care
. 2024 Jul;
41(1):41-49.
PMID: 38950412
Background: It is unknown which factors are associated with chest radiograph (CXR) and antibiotic use for suspected community-acquired pneumonia (CAP) in children. We evaluated factors associated with CXR and antibiotic...
5.
Hosseini M, Gao C, Liebovitz D, Carvalho A, Ahmad F, Luo Y, et al.
medRxiv
. 2023 Apr;
PMID: 37066228
Objective ChatGPT is the first large language model (LLM) to reach a large, mainstream audience. Its rapid adoption and exploration by the population at large has sparked a wide range...
6.
Coronado G, Ferrari R, Barnes A, Castaneda S, Cromo M, Davis M, et al.
J Natl Cancer Inst
. 2023 Feb;
115(6):680-694.
PMID: 36810931
Background: Although patient navigation has shown promise for increasing participation in colorectal cancer screening and follow-up, little evidence is available to guide implementation of patient navigation in clinical practice. We...
7.
Bramante C, Buse J, Liebovitz D, Nicklas J, Puskarich M, Cohen K, et al.
medRxiv
. 2023 Jan;
PMID: 36597543
Background: Long Covid is an emerging chronic illness potentially affecting millions, sometimes preventing the ability to work or participate in normal daily activities. COVID-OUT was an investigator-initiated, multi-site, phase 3,...
8.
Mishra V, Liebovitz D, Quinn M, Kang L, Yackel T, Hoyt R
Perspect Health Inf Manag
. 2022 Apr;
19(1):1f.
PMID: 35440924
Objectives: To report quantitative and qualitative analyses of features, functionalities, organizational, training, clinical specialties, and other factors that impact electronic health record (EHR) experience based on a survey by two...
9.
Grauer A, Kneifati-Hayek J, Reuland B, Applebaum J, Adelman J, Green R, et al.
J Am Med Inform Assoc
. 2021 Dec;
29(5):909-917.
PMID: 34957491
Background: Problem lists represent an integral component of high-quality care. However, they are often inaccurate and incomplete. We studied the effects of alerts integrated into the inpatient and outpatient computerized...
10.
Lam H, Quinn M, Cipriano-Steffens T, Jayaprakash M, Koebnick E, Randal F, et al.
Implement Sci Commun
. 2021 Jun;
2(1):57.
PMID: 34059156
Background: Many evidence-based interventions (EBIs) found to be effective in research studies often fail to translate into meaningful patient outcomes in practice. The purpose of this study was to identify...