Works Published in 2024
Displaying all 8 works
Sorted by most recent date added to the index first, which may not be the same as publication date order.
2024 journal article
Risk score models for urinary tract infection hospitalization
PLOS ONE, 19(6).
journals.plos.org (publisher PDF)
Sources: Web Of Science, NC State University Libraries
Added: July 1, 2024
2024 article
Doubly Robust Interval Estimation for Optimal Policy Evaluation in Online Learning
Shen, Y., Cai, H., & Song, R. (2024, May 29). JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
author keywords: Asymptotic normality; Bandit algorithms; Double protection; Online estimation; Probability of exploration
Source: Web Of Science
Added: June 11, 2024
2024 journal article
Temporal pattern mining for knowledge discovery in the early prediction of septic shock
PATTERN RECOGNITION, 151.
author keywords: Temporal pattern mining; Feature selection; Electronic health records; Knowledge discovery; Sepsis
Sources: Web Of Science, NC State University Libraries
Added: May 20, 2024
2024 journal article
COVSIM: A stochastic agent-based COVID-19 SIMulation model for North Carolina
EPIDEMICS, 46.
author keywords: COVID-19 scenario modeling hub; Stochastic agent-based simulation; Health equity; Local public health decision making; Infectious disease modeling
UN Sustainable Development Goal Categories
11. Sustainable Cities and Communities
(OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: May 7, 2024
2024 journal article
Potential impact of annual vaccination with reformulated COVID-19 vaccines: Lessons from the US COVID-19 scenario modeling hub
PLOS MEDICINE, 21(4).
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: April 29, 2024
2024 journal article
Mining the factor zoo: Estimation of latent factor models with sufficient proxies
JOURNAL OF ECONOMETRICS, 239(2).
author keywords: Low rank; Heavy tails; High dimensionality; Reduced-rank regression
Source: Web Of Science
Added: April 29, 2024
2024 journal article
Quantifying collective motion patterns in mesenchymal cell populations using topological data analysis and agent-based modeling
MATHEMATICAL BIOSCIENCES, 370.
author keywords: Topological data analysis; Agent-based Modeling; Deep learning; Approximate Bayesian Computation; Cell migration
Source: Web Of Science
Added: April 22, 2024
2024 article
Estimation of optimal treatment regimes with electronic medical record data using the residual life value estimator
Rhodes, G., Davidian, M., & Lu, W. (2024, February 9). BIOSTATISTICS, Vol. 2.
author keywords: context vector; dynamic treatment regime; electronic medical record; MIMIC-III; precision medicine; Q-learning; random forest; residual life; sepsis
TL;DR:
ReLiVE-Q leverages accumulating patient information to estimate personalized treatment regimes that optimize a clinically meaningful function of residual life, and it is demonstrated that ReLiVE-Q leverages accumulating patient information to estimate personalized treatment regimes that optimize a clinically meaningful function of residual life.
(via Semantic Scholar)
Sources: Web Of Science, NC State University Libraries
Added: February 19, 2024
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