Precision Medicine

Works Published in 2024

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Displaying all 15 works

Sorted by most recent date added to the index first, which may not be the same as publication date order.

2024 journal article

A generalized logrank-type test for comparison of treatment regimes in sequential multiple assignment randomized trials

BIOMETRICS, 80(4).

By: A. Tsiatis n & M. Davidian n 

author keywords: augmented inverse probability weighting; dynamic treatment regime; estimating function; potential outcomes
Sources: Web Of Science, NC State University Libraries
Added: December 23, 2024

2024 journal article

The eACT study design and methods: A sequential, multiple assignment, randomized trial of A novel adherence intervention for youth with epilepsy

CONTEMPORARY CLINICAL TRIALS, 147.

By: J. Wagner *, A. Patel *, H. Huszti*, M. Schmidt *, G. Smith*, S. Bhatia *, S. Guilfoyle*, A. Lang * ...

author keywords: Pediatric epilepsy; Medication adherence; Behavioral health treatment; mHealth intervention
Sources: Web Of Science, NC State University Libraries
Added: December 2, 2024

2024 article

Solving a class of two-stage stochastic nonlinear integer programs using value functions

Zhang, J., Oezaltin, O. Y., & Trapp, A. C. (2024, September 21). JOURNAL OF GLOBAL OPTIMIZATION, Vol. 9.

By: J. Zhang, O. Oezaltin & A. Trapp

author keywords: Nonlinear integer programming; Value function; Stochastic programming; Generalized assignment problem
Sources: Web Of Science, NC State University Libraries
Added: September 30, 2024

2024 journal article

Improving classification performance of motor imagery BCI through EEG data augmentation with conditional generative adversarial networks

NEURAL NETWORKS, 180.

By: S. Choo*, H. Park *, J. Jung *, K. Flores n & C. Nam *

author keywords: Brain-computer interface (BCI); Data augmentation (DA); Electroencephalogram (EEG); Motor imagery (MI); Generative adversarial networks (GANs)
Source: Web Of Science
Added: September 23, 2024

2024 article

Datopotamab-deruxtecan plus durvalumab in early-stage breast cancer: the sequential multiple assignment randomized I-SPY2.2 phase 2 trial

Shatsky, R. A., Trivedi, M. S., Yau, C., Nanda, R., Rugo, H. S., Davidian, M., … Esserman, L. J. (2024, September 14). NATURE MEDICINE, Vol. 9.

By: R. Shatsky *, M. Trivedi *, C. Yau *, R. Nanda *, H. Rugo *, M. Davidian n , B. Tsiatis n, A. Wallace * ...

Sources: Web Of Science, NC State University Libraries
Added: September 23, 2024

2024 article

Datopotamab-deruxtecan in early-stage breast cancer: the sequential multiple assignment randomized I-SPY2.2 phase 2 trial

Khoury, K., Meisel, J. L., Yau, C., Rugo, H. S., Nanda, R., Davidian, M., … Esserman, L. J. (2024, September 14). NATURE MEDICINE, Vol. 9.

By: K. Khoury *, J. Meisel *, C. Yau *, H. Rugo *, R. Nanda *, M. Davidian n , B. Tsiatis n, A. Chien * ...

Sources: Web Of Science, NC State University Libraries
Added: September 23, 2024

2024 journal article

A crossword solving system based on Monte Carlo tree search

ARTIFICIAL INTELLIGENCE, 335.

By: J. Liu, L. Chen, S. Jiang, C. Wang, S. Zhang, J. Liang, Y. Xiao, R. Song* 

author keywords: Crossword puzzle; Monte Carlo tree search; Language understanding
Source: Web Of Science
Added: August 14, 2024

2024 journal article

Risk score models for urinary tract infection hospitalization

PLOS ONE, 19(6).

By: N. Alizadeh n, K. Vahdat n , S. Shashaani n , J. Swann n  & O. Ozaltin n 

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Sources: Web Of Science, NC State University Libraries
Added: July 1, 2024

2023 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.

By: Y. Shen n, H. Cai * & R. Song n 

author keywords: Asymptotic normality; Bandit algorithms; Double protection; Online estimation; Probability of exploration
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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.

By: R. Li*, J. Agor* & O. Ozaltin n 

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.

By: E. Rosenstrom n , J. Ivy n, M. Mayorga n  & J. Swann n 

author keywords: COVID-19 scenario modeling hub; Stochastic agent-based simulation; Health equity; Local public health decision making; Infectious disease modeling
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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).

By: S. Jung *, S. Loo *, E. Howerton *, L. Contamin *, C. Smith *, E. Carcelen*, K. Yan *, S. Bents * ...

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3. Good Health and Well-being (OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: April 29, 2024

2023 journal article

Mining the factor zoo: Estimation of latent factor models with sufficient proxies

JOURNAL OF ECONOMETRICS, 239(2).

By: R. Wan n, Y. Li *, W. Lu n & R. Song n 

author keywords: Low rank; Heavy tails; High dimensionality; Reduced-rank regression
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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.

By: K. Nguyen n, C. Jameson *, S. Baldwin  n, J. Nardini*, R. Smith n , J. Haugh n , K. Flores n

author keywords: Topological data analysis; Agent-based Modeling; Deep learning; Approximate Bayesian Computation; Cell migration
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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.

By: G. Rhodes*, M. Davidian n  & W. Lu n

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)
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Sources: Web Of Science, NC State University Libraries
Added: February 19, 2024

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