Personalized Medicine

NC State

Works Published in 2022

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Displaying works 1 - 20 of 21 in total

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

2022 journal article

Septic shock prediction and knowledge discovery through temporal pattern mining

ARTIFICIAL INTELLIGENCE IN MEDICINE, 10.

By: J. Agor, R. Li & O. Ozaltin

Sources: Web Of Science, ORCID
Added: October 17, 2022

2022 article

Off-Policy Confidence Interval Estimation with Confounded Markov Decision Process

Shi, C., Zhu, J., Ye, S., Luo, S., Zhu, H., & Song, R. (2022, October 3). JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, Vol. 10.

By: C. Shi, J. Zhu, S. Ye, S. Luo, H. Zhu & R. Song

Sources: Web Of Science, ORCID
Added: October 17, 2022

2022 article

Statistically Efficient Advantage Learning for Offline Reinforcement Learning in Infinite Horizons

Shi, C., Luo, S., Le, Y., Zhu, H., & Song, R. (2022, September 22). JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, Vol. 9.

By: C. Shi, S. Luo, Y. Le, H. Zhu & R. Song

Sources: Web Of Science, ORCID
Added: October 11, 2022

2022 article

Group sequential methods for interim monitoring of randomized clinical trials with time-lagged outcome

Tsiatis, A. A., & Davidian, M. (2022, September 18). STATISTICS IN MEDICINE, Vol. 9.

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

2022 article

Interpretable models for the automated detection of human trafficking in illicit massage businesses

Tobey, M., Li, R., Ozaltin, O. Y., Mayorga, M. E., & Caltagirone, S. (2022, August 28). IISE TRANSACTIONS, Vol. 8.

By: M. Tobey, R. Li, O. Ozaltin, M. Mayorga & S. Caltagirone

Sources: Web Of Science, ORCID
Added: September 26, 2022

2022 journal article

Cross-sector decision landscape in response to COVID-19: A qualitative network mapping analysis of North Carolina decision-makers

FRONTIERS IN PUBLIC HEALTH, 8.

By: C. Biddell, K. Johnson, M. Patel, R. Smith, H. Hecht, J. Swann, M. Mayorga, K. Lich

Sources: Web Of Science, ORCID
Added: September 12, 2022

2022 journal article

Assessing the impact of multicomponent interventions on colorectal cancer screening through simulation: What would it take to reach national screening targets in North Carolina

PREVENTIVE MEDICINE, 9.

By: K. Hicklin, . Meghan C. O'Leary, S. Nambiar, M. Mayorga, S. Wheeler, M. Davis, L. Richardson, F. Tangka, K. Lich

Sources: Web Of Science, ORCID
Added: August 22, 2022

2022 journal article

Learning a deep dual-level network for robust DeepFake detection

PATTERN RECOGNITION, 10.

By: W. Pu, J. Hu, X. Wang, Y. Li, S. Hu, B. Zhu, R. Song, Q. Song, . Wu, S. Lyu

Sources: Web Of Science, ORCID
Added: August 15, 2022

2022 article

A general framework for subgroup detection via one-step value difference estimation

Johnson, D., Lu, W., & Davidian, M. (2022, August 2). BIOMETRICS, Vol. 8.

By: D. Johnson, W. Lu & M. Davidian

Sources: Web Of Science, ORCID
Added: August 15, 2022

2022 article

Managing Product Transitions: A Bilevel Programming Approach

Khorramfar, R., Ozaltin, O. Y., Kempf, K. G., & Uzsoy, R. (2022, June 30). INFORMS JOURNAL ON COMPUTING, Vol. 6.

By: R. Khorramfar, O. Ozaltin, K. Kempf & R. Uzsoy

Sources: Web Of Science, ORCID
Added: July 26, 2022

2022 article

Transformation-Invariant Learning of Optimal Individualized Decision Rules with Time-to-Event Outcomes

Zhou, Y., Wang, L., Song, R., & Zhao, T. (2022, June 28). JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, Vol. 6.

By: Y. Zhou, L. Wang, R. Song & T. Zhao

Sources: Web Of Science, ORCID
Added: July 11, 2022

2022 article

When History and Heterogeneity Matter: A Tutorial on the Impact of Markov Model Specifications in the Context of Colorectal Cancer Screening

Townsley, R. M., Koutouan, P. R., Mayorga, M. E., Mills, S. D., Davis, M. M., & Hasmiller Lich, K. (2022, May 11). MEDICAL DECISION MAKING, Vol. 5.

By: R. Townsley, P. Koutouan, M. Mayorga, S. Mills, M. Davis & K. Hasmiller Lich

Sources: Web Of Science, ORCID
Added: May 31, 2022

2022 journal article

Methods Based on Semiparametric Theory for Analysis in the Presence of Missing Data

ANNUAL REVIEW OF STATISTICS AND ITS APPLICATION.

Sources: Web Of Science, ORCID
Added: May 31, 2022

2022 journal article

Telehealth and racial disparities in colorectal cancer screening: A pilot study of how virtual clinician characteristics influence screening intentions

JOURNAL OF CLINICAL AND TRANSLATIONAL SCIENCE, 4.

By: E. Cooks, K. Duke, J. Neil, M. Vilaro, D. Wilson-Howard, F. Modave, T. George, F. Odedina ...

Sources: Web Of Science, ORCID
Added: May 23, 2022

2022 journal article

GENERATION 1.5: YEARS IN THE UNITED STATES AND OTHER FACTORS AFFECTING SMOKING BEHAVIORS AMONG ASIAN AMERICANS

ETHNICITY & DISEASE.

By: L. Shi, M. Mayorga, D. Su, Y. Li, E. Martin & D. Zhang

Sources: Web Of Science, ORCID
Added: May 23, 2022

2022 journal article

Rule mining over knowledge graphs via reinforcement learning

KNOWLEDGE-BASED SYSTEMS, 4.

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

Sources: Web Of Science, ORCID
Added: May 10, 2022

2022 article

Coordination of manufacturing and engineering activities during product transitions

Bansal, A., Ozaltin, O. Y., Uzsoy, R., & Kempf, K. G. (2022, April 9). NAVAL RESEARCH LOGISTICS, Vol. 4.

By: A. Bansal, O. Ozaltin, R. Uzsoy & K. Kempf

Sources: Web Of Science, ORCID
Added: April 18, 2022

2022 journal article

The SMART Framework: Selection of Machine Learning Algorithms With ReplicaTions-A Case Study on the Microvascular Complications of Diabetes

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2.

By: B. Swan, M. Mayorga & J. Ivy

Sources: Web Of Science, ORCID
Added: April 4, 2022

2022 article

A Probit Tensor Factorization Model For Relational Learning

Liu, Y., Song, R., Lu, W., & Xiao, Y. (2022, March 10). JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, Vol. 3.

By: Y. Liu, R. Song, W. Lu & Y. Xiao

Sources: Web Of Science, ORCID
Added: March 28, 2022

2022 article

Dynamic Causal Effects Evaluation in A/B Testing with a Reinforcement Learning Framework

Shi, C., Wang, X., Luo, S., Zhu, H., Ye, J., & Song, R. (2022, March 12). JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, Vol. 3.

By: C. Shi, X. Wang, S. Luo, H. Zhu, J. Ye & R. Song

Sources: Web Of Science, ORCID
Added: March 28, 2022