Personalized Medicine

NC State

Works Published in 2021

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

2021 article

Online Testing of Subgroup Treatment Effects Based on Value Difference

2021 21ST IEEE INTERNATIONAL CONFERENCE ON DATA MINING (ICDM 2021).

Sources: Web Of Science, ORCID
Added: May 2, 2022

2021 article

Multi-Objective Model-based Reinforcement Learning for Infectious Disease Control

KDD '21: PROCEEDINGS OF THE 27TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY & DATA MINING.

Sources: Web Of Science, ORCID
Added: March 14, 2022

2021 article

Statistical inference of the value function for reinforcement learning in infinite-horizon settings

Shi, C., Zhang, S., Lu, W., & Song, R. (2021, December 22). JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, Vol. 12.

Sources: Web Of Science, ORCID
Added: January 3, 2022

2021 article

Estimation of the odds ratio in a proportional odds model with censored time-lagged outcome in a randomized clinical trial

Tsiatis, A. A., Davidian, M., & Holloway, S. T. (2021, December 17). BIOMETRICS, Vol. 12.

Sources: ORCID, Web Of Science
Added: December 17, 2021

2021 journal article

Prediction of Sepsis Related Mortality: An Optimization Approach

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 11.

By: J. Agor, N. Paramita & O. Ozaltn

Sources: Web Of Science, ORCID
Added: November 23, 2021

2021 journal article

Mapping of critical events in disease progression through binary classification: Application to amyotrophic lateral sclerosis

JOURNAL OF BIOMEDICAL INFORMATICS, 11.

By: O. Dalgic, H. Wu, F. Erenay, Y. Sir, Y. Ozaltin, A. Crum, S. Pasupathy

Sources: Web Of Science, ORCID
Added: November 1, 2021

2021 journal article

Deep learning and regression approaches to forecasting blood glucose levels for type 1 diabetes

BIOMEDICAL SIGNAL PROCESSING AND CONTROL.

By: M. Zhang, K. Flores & H. Tran

Source: Web Of Science
Added: August 30, 2021

2021 article

Rejoinder: Estimating vaccine efficacy over time after a randomized study is unblinded

Tsiatis, A. A., & Davidian, M. (2021, August 22). BIOMETRICS, Vol. 8.

Sources: Web Of Science, ORCID
Added: August 30, 2021

2021 article

Estimating vaccine efficacy over time after a randomized study is unblinded

Tsiatis, A. A., & Davidian, M. (2021, August 13). BIOMETRICS, Vol. 8.

Sources: Web Of Science, ORCID
Added: August 23, 2021

2021 article

On estimating optimal regime for treatment initiation time based on restricted mean residual lifetime

Chen, X., Song, R., Zhang, J., Adams, S. A., Sun, L., & Lu, W. (2021, August 7). BIOMETRICS, Vol. 8.

By: X. Chen, R. Song, J. Zhang, S. Adams, L. Sun & W. Lu

Sources: Web Of Science, ORCID
Added: August 16, 2021

2021 journal article

GEAR: On optimal decision making with auxiliary data

STAT, 12.

Sources: Web Of Science, ORCID
Added: August 9, 2021

2021 article

Predicting Inter-individual Variability During Lipid Resuscitation of Bupivacaine Cardiotoxicity in Rats: A Virtual Population Modeling Study

McDaniel, M., Flores, K. B., & Akpa, B. S. (2021, July 19). DRUGS IN R&D.

By: M. McDaniel, K. Flores & B. Akpa

Source: Web Of Science
Added: July 26, 2021

2021 journal article

Topological data analysis distinguishes parameter regimes in the Anderson-Chaplain model of angiogenesis

PLOS COMPUTATIONAL BIOLOGY.

By: J. Nardini, B. Stolz, K. Flores, H. Harrington & H. Byrne

Source: Web Of Science
Added: July 19, 2021

2021 journal article

Association of Simulated COVID-19 Vaccination and Nonpharmaceutical Interventions With Infections, Hospitalizations, and Mortality

JAMA NETWORK OPEN, 6.

By: M. Patel, E. Rosenstrom, J. Ivy, M. Mayorga, P. Keskinocak, R. Boyce, K. Hassmiller Lich, R. Smith ...

Sources: Web Of Science, ORCID
Added: June 10, 2021

2021 journal article

Stoichiometric Ecotoxicology for a Multisubstance World

BIOSCIENCE, 71(2), 132–147.

By: A. Peace, P. Frost, N. Wagner, M. Danger, C. Accolla, P. Antczak, B. Brooks, D. Costello ...

Source: Web Of Science
Added: May 24, 2021

2021 review

Learning differential equation models from stochastic agent-based model simulations

[Review of ]. JOURNAL OF THE ROYAL SOCIETY INTERFACE, 18(176).

By: J. Nardini, R. Baker, M. Simpson & K. Flores

Source: Web Of Science
Added: April 12, 2021

2021 journal article

Concordance and Value Information Criteria for Optimal Treatment Decision

Annals of Statistics, 49(1), 49–75.

Sources: Web Of Science, ORCID, NC State University Libraries
Added: March 22, 2021

2021 journal article

Assigning spontaneous volunteers to relief efforts under uncertainty in task demand and volunteer availability

OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, 99.

By: K. Paret, M. Mayorga & E. Lodree

Sources: Web Of Science, ORCID
Added: January 4, 2021

2021 journal article

Deep Learning Approach to the Detection of Scattering Delay in Radar Images

JOURNAL OF STATISTICAL THEORY AND PRACTICE, 15(1).

Source: Web Of Science
Added: January 4, 2021