Tanja Magoč

National Patient Safety Foundation — United States

Computer Science · Physical Sciences

12h-index1.5kcitations58works0.52yr avg
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Research Topics

Machine Learning in Healthcare(10), Multi-Criteria Decision Making(7), Intensive Care Unit Cognitive Disorders(6), Optimization and Mathematical Programming(6), Fuzzy Systems and Optimization(5)

Publications58 total

Supporting electronic health record data usage in research for teams with varying data science and clinical knowledge: a food service analogy approach
Journal of the American Medical Informatics Association·2025Open Access
Performance of 4 Methods to Assess Health-Related Social Needs
JAMA Network Open·2025· 1 citedOpen Access
Development and validation of computable social phenotypes for health-related social needs
JAMIA Open·2024· 1 citedOpen Access
Identifying Symptoms of Delirium from Clinical Narratives Using Natural Language Processing
2024Open Access
A study of generative large language model for medical research and healthcare
npj Digital Medicine·2023· 329 citedOpen Access
Clinical Prediction Models for Hospital-Induced Delirium Using Structured and Unstructured Electronic Health Record Data: Protocol for a Development and Validation Study
JMIR Research Protocols·2023· 6 citedOpen Access
Machine learning-based prediction models for home discharge in patients with COVID-19: Development and evaluation using electronic health records
PLoS ONE·2023· 4 citedOpen Access
Heterogeneous treatment effects of metformin on risk of dementia in patients with type 2 diabetes: A longitudinal observational study
Alzheimer s & Dementia·2023· 20 citedOpen Access
Evolving availability and standardization of patient attributes for matching
Health Affairs Scholar·2023· 3 citedOpen Access
Use of a Data Repository to Identify Delirium as a Presenting Symptom of COVID-19 Infection in Hospitalized Adults: Cross-Sectional Cohort Pilot Study
JMIR Aging·2023· 2 citedOpen Access
Application of a practice-based approach in variable selection for a prediction model development study of hospital-induced delirium
BMC Medical Informatics and Decision Making·2023· 1 citedOpen Access
894-P: Sodium–Glucose Cotransporter 2 Inhibitors and Risk of Dementia in People with Type 2 Diabetes—A Population-Based Cohort Study
Diabetes·2023
483-P: Heterogeneous Treatment Effects of Metformin on the Risk of Dementia in People with Type 2 Diabetes—A Longitudinal Observational Study
Diabetes·2023
Generalizability and portability of natural language processing system to extract individual social risk factors
International Journal of Medical Informatics·2023· 14 citedOpen Access
A Study of Generative Large Language Model for Medical Research and Healthcare
arXiv (Cornell University)·2023· 16 citedOpen Access
Clinical Prediction Models for Hospital-Induced Delirium Using Structured and Unstructured Electronic Health Record Data: Protocol for a Development and Validation Study (Preprint)
2023Open Access
Identifying Symptoms of Delirium from Clinical Narratives Using Natural Language Processing
arXiv (Cornell University)·2023· 1 citedOpen Access
Enhancing an enterprise data warehouse for research with data extracted using natural language processing
Journal of Clinical and Translational Science·2023· 1 citedOpen Access
A large language model for electronic health records
npj Digital Medicine·2022· 761 citedOpen Access
Evaluation of federated learning variations for COVID-19 diagnosis using chest radiographs from 42 US and European hospitals
Journal of the American Medical Informatics Association·2022· 27 citedOpen Access
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Frequent Co-authors

Christopher A. Harle(15), François Modave(15), Jiang Bian(11), Martine Ceberio(8), Владик Крейнович(8), William R. Hogan(6), Elizabeth Shenkman(6), Yonghui Wu(6), Mona G. Flores(5), Gloria Lipori(5), Duane A. Mitchell(5), Sarah E Ser(5), Urszula A Snigurska(5), Ragnhildur I. Bjarnadóttir(5), Robert Lucero(5), Aokun Chen(4), Nima PourNejatian(4), Kaleb E Smith(4), Cheryl Martin(4), Laurence M. Solberg(4)