Works Published in 2021

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Displaying works 1 - 20 of 23 in total

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

2021 journal article

A Pilot Study Examining the Efficacy of Delivering Colorectal Cancer Screening Messages via Virtual Health Assistants

American Journal of Preventive Medicine, 61(2), 251–255.

By: J. Krieger*, J. Neil*, K. Duke*, M. Zalake*, F. Tavassoli*, M. Vilaro*, D. Wilson-Howard*, S. Chavez* ...

co-author countries: United States of America 🇺🇸
MeSH headings : Adult; Black or African American; Colorectal Neoplasms / diagnosis; Early Detection of Cancer; Humans; Mass Screening; Pilot Projects
Source: ORCID
Added: January 26, 2023

2021 article

To Reduce Healthcare Workload: Identify Critical Sepsis Progression Moments through Deep Reinforcement Learning

2021 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), pp. 1640–1646.

By: S. Ju n, Y. Kim n, M. Ausin n, M. Mayorga n & M. Chi n

co-author countries: United States of America 🇺🇸
author keywords: Reinforcement Learning; Sepsis; Critical Decision
Sources: Web Of Science, ORCID
Added: July 5, 2022

2021 article

Online Testing of Subgroup Treatment Effects Based on Value Difference

2021 21ST IEEE INTERNATIONAL CONFERENCE ON DATA MINING (ICDM 2021), pp. 1463–1468.

By: M. Yu n, W. Lu n & R. Song n

co-author countries: United States of America 🇺🇸
author keywords: sequential testing; heterogeneous treatment effects
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, pp. 1634–1644.

By: R. Wan n, X. Zhang n & R. Song n

co-author countries: United States of America 🇺🇸
author keywords: infectious disease control; COVID-19; sequential decision making
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.

By: C. Shi*, S. Zhang n, W. Lu n & R. Song n

co-author countries: United Kingdom of Great Britain and Northern Ireland 🇬🇧 United States of America 🇺🇸
author keywords: bidirectional asymptotics; confidence interval; infinite horizons; reinforcement learning; value function
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.

co-author countries: United States of America 🇺🇸
author keywords: augmented inverse probability weighting; censored ordinal categorical outcome; covariate adjustment; COVID-19 treatment; estimating function; marked point process
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, 25(11), 4207–4216.

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

co-author countries: United States of America 🇺🇸
author keywords: Sepsis; SOFA score; optimization; mixed-integer programming; electronic health records
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, 123.

co-author countries: Canada 🇨🇦 China 🇨🇳 United States of America 🇺🇸
author keywords: Disease progression; Timing of critical events; Binary classification; Amyotrophic lateral sclerosis; Prognosis; Kaplan-Meier analysis
MeSH headings : Amyotrophic Lateral Sclerosis; Disease Progression; Humans; Prospective Studies; Speech; Walking
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, 69.

co-author countries: United States of America 🇺🇸
author keywords: Neural networks; Regression; Encoder decoder; Time series forecasting; Diabetes
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.

By: A. Tsiatis n & M. Davidian n

co-author countries: United States of America 🇺🇸
MeSH headings : Randomized Controlled Trials as Topic; Vaccine Efficacy
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.

By: A. Tsiatis n & M. Davidian n

co-author countries: United States of America 🇺🇸
author keywords: crossover; inverse probability weighting; potential outcomes; randomized phase 3 vaccine trial; waning vaccine efficacy
MeSH headings : COVID-19 / prevention & control; COVID-19 Vaccines; Humans; Pandemics / prevention & control; Randomized Controlled Trials as Topic; Research Design; SARS-CoV-2; Vaccine Efficacy
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.

co-author countries: China 🇨🇳 United States of America 🇺🇸
author keywords: individualized treatment regime; kernel estimation; optimal treatment initiation time; time-to-event data; value function
MeSH headings : Humans; Models, Statistical; Computer Simulation
Sources: Web Of Science, ORCID
Added: August 16, 2021

2021 journal article

GEAR: On optimal decision making with auxiliary data

STAT, 10(1).

By: H. Cai n, R. Song n & W. Lu n

co-author countries: United States of America 🇺🇸
author keywords: augmented inverse propensity weighted estimation; auxiliary data; individualized treatment rule; optimal treatment decision making
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 n, K. Flores n & B. Akpa*

co-author countries: United States of America 🇺🇸
MeSH headings : Anesthetics, Local / toxicity; Animals; Bupivacaine / toxicity; Cardiotoxicity; Lipids; Rats; Rats, Sprague-Dawley
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, 17(6).

co-author countries: United Kingdom of Great Britain and Northern Ireland 🇬🇧 United States of America 🇺🇸
MeSH headings : Algorithms; Animals; Blood Vessels / anatomy & histology; Blood Vessels / growth & development; Blood Vessels / physiology; Chemotaxis; Computational Biology; Computer Simulation; Humans; Models, Cardiovascular; Neoplasms / blood supply; Neovascularization, Pathologic; Neovascularization, Physiologic; Spatio-Temporal Analysis
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, 4(6).

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

co-author countries: United States of America 🇺🇸
MeSH headings : Adult; COVID-19 / epidemiology; COVID-19 / prevention & control; COVID-19 / transmission; COVID-19 Vaccines / pharmacology; Communicable Disease Control / methods; Communicable Disease Control / organization & administration; Communicable Disease Control / statistics & numerical data; Computer Simulation; Disease Transmission, Infectious / prevention & control; Female; Hospitalization / statistics & numerical data; Humans; Male; Mass Vaccination / organization & administration; Mass Vaccination / statistics & numerical data; Mortality; North Carolina / epidemiology; Risk Assessment / methods; Risk Assessment / statistics & numerical data; SARS-CoV-2; Treatment Outcome; Vaccination Coverage / organization & administration; Vaccination Coverage / statistics & numerical data
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* ...

co-author countries: Canada 🇨🇦 France 🇫🇷 United States of America 🇺🇸
author keywords: nutrient ratios; elemental imbalances; toxicity; ecotoxicological models; multiple stressors
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).

co-author countries: Australia 🇦🇺 United Kingdom of Great Britain and Northern Ireland 🇬🇧 United States of America 🇺🇸
author keywords: agent-based models; differential equations; equation learning; population dynamics; disease dynamics
MeSH headings : Learning; Models, Biological; Molecular Dynamics Simulation; Monte Carlo Method; Stochastic Processes
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.

By: C. Shi*, R. Song* & W. Lu*

author keywords: Concordance and value information criteria; optimal treatment regime; tuning parameter selection; variable selection
Sources: Web Of Science, ORCID
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 n, M. Mayorga n & E. Lodree*

co-author countries: United States of America 🇺🇸
author keywords: Volunteer management; Disaster operations management; Spontaneous volunteer; Markov decision process; Discrete event simulation
Sources: Web Of Science, ORCID
Added: January 4, 2021

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