Laurie L. Novak

Vanderbilt University Medical Center — United States

Health Professions · Health Sciences

23h-index2.1kcitations127works2.22yr avg
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Research Topics

Electronic Health Records Systems(28), Artificial Intelligence in Healthcare and Education(21), Health Policy Implementation Science(11), Mobile Health and mHealth Applications(11), Ethics in Clinical Research(9)

Publications126 total

Factors influencing the effectiveness of artificial intelligence-assisted decision-making in medicine: a scoping review
Journal of the American Medical Informatics Association·2026Open Access
Auditor models to suppress poor artificial intelligence predictions can improve human-artificial intelligence collaborative performance
Journal of the American Medical Informatics Association·2026Open Access
Study protocol for the design, implementation, and evaluation of the STRATIFY clinical decision support tool for emergency department disposition of patients with heart failure
Implementation Science Communications·2025Open Access
Biomedical data repositories require governance for artificial intelligence/machine learning applications at every step
JAMIA Open·2025Open Access
AI-Driven Clinical Decision Support to Reduce Hospital-Acquired Venous Thromboembolism
JAMA Network Open·2025· 1 citedOpen Access
Factors Influencing the Effectiveness of AI-Assisted Decision-Making in Medicine: A Scoping Review
2025Open Access
Ethical sourcing in the context of health data supply chain management: a value sensitive design approach
JAMIA Open·2025Open Access
Human-centered design of an artificial intelligence monitoring system: the Vanderbilt Algorithmovigilance Monitoring and Operations System
JAMIA Open·2025· 3 citedOpen Access
“I worry we'll blow right by it:” Barriers to Uptake of the STRATIFY-CDS for Acute Heart Failure
Applied Clinical Informatics·2025· 1 citedOpen Access
Optimizing the Collection, Integration, and Use of Health-Related Social Needs Data in the Primary Care Setting: Recommendations Derived From Key Interest-Holders
Journal of Primary Care & Community Health·2025Open Access
Auditor Models to Suppress Poor AI Predictions Can Improve Human-AI Collaborative Performance
2025Open Access
Role and Use of Race in Artificial Intelligence and Machine Learning Models Related to Health
Journal of Medical Internet Research·2025· 1 citedOpen Access
Human-Centered Design of an Artificial Intelligence (AI) Monitoring System: The Vanderbilt Algorithmovigilance Monitoring and Operations System (VAMOS)
2025· 1 citedOpen Access
Beyond Model Performance: Information Needs for an Algorithmovigilance Sociotechnical System
Studies in health technology and informatics·2025Open Access
Focus groups to guide implementing an SDOH initiative using the health equity implementation framework
Health Services Research·2025Open Access
Role and Use of Race in AI/ML Models Related to Health
arXiv (Cornell University)·2025Open Access
Role and Use of Race in AI/ML Models Related to Health (Preprint)
2025Open Access
Risk Model–Guided Clinical Decision Support for Suicide Screening
JAMA Network Open·2025· 5 citedOpen Access
Human-Centered Design and Iterative Refinement of Tools and Methods to Implement a Surveillance and Risk Prediction System for Clinical Deterioration in Ambulatory Cancer Care
ACI Open·2025· 1 citedOpen Access
Health IT-Enabled Care Coordination and Redesign in Ambulatory Care
Cognitive informatics in biomedicine and healthcare·2025
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Frequent Co-authors

Shilo Anders(10), Christopher Simpson(10), Nancy M. Lorenzi(7), Kim M. Unertl(7), Joseph Coco(6), Gretchen Purcell Jackson(5), Ellen Wright Clayton(5), Bradley Malin(5), Daniel Fabbri(5), Regina G. Russell(4), Kim V. Garvey(4), Kelly Jean Thomas Craig(4), Bonnie M. Miller(4), Richard Holden(4), Joyce Harris(4), Donald E. Moore(3), Rupa S. Valdez(3), Kevin B. Johnson(3), Colin G. Walsh(3), Carrie Reale(3)