Statistics
College of Sciences
Works Published in 2023
Displaying works 21 - 40 of 69 in total
Sorted by most recent date added to the index first, which may not be the same as publication date order.
2023 journal article
RYK Gene Expression Associated with Drug Response Variation of Temozolomide and Clinical Outcomes in Glioma Patients
PHARMACEUTICALS, 16(5).
author keywords: GWAS; chemotherapy; sensitivity; resistance; glioma; drug response; temozolomide; knockdown; overexpression; pharmacogenomics; gene expression; RYK
www.mdpi.com (publisher PDF)
Source: Web Of Science
Added: July 3, 2023
2023 journal article
Hierarchical Optimization for Control of Robotic Knee Prostheses Toward Improved Symmetry of Propulsive Impulse
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 70(5), 1634–1642.
author keywords: Prosthetics; Knee; Robots; Legged locomotion; Kinematics; Optimization; Impedance; Human-in-the-loop; Bayesian optimization; reinforcement learning; gait symmetry; robotic prostheses
MeSH headings : Humans; Knee Prosthesis; Robotics; Robotic Surgical Procedures; Gait; Walking; Knee Joint / surgery; Biomechanical Phenomena
Source: Web Of Science
Added: June 26, 2023
2023 journal article
Pretest estimation in combining probability and non-probability samples
ELECTRONIC JOURNAL OF STATISTICS, 17(1), 1492–1546.
author keywords: Data integration; dynamic borrowing; non-regularity; Pretest estimator
Sources: Web Of Science, ORCID
Added: June 26, 2023
2023 journal article
A natural language processing approach to categorise contributing factors from patient safety event reports
BMJ HEALTH & CARE INFORMATICS, 30(1).
author keywords: Machine Learning; Electronic Health Records
MeSH headings : Humans; Natural Language Processing; Patient Safety; Algorithms; Machine Learning
Sources: Web Of Science, ORCID
Added: June 26, 2023
2023 journal article
A deep learning synthetic likelihood approximation of a non-stationary spatial model for extreme streamflow forecasting
SPATIAL STATISTICS, 55.
author keywords: Climate change; Deep learning; Density regression; Gaussian process; Max -stable processes; Vecchia approximation
Sources: Web Of Science, ORCID
Added: June 19, 2023
2023 journal article
MKX-AS1 Gene Expression Associated with Variation in Drug Response to Oxaliplatin and Clinical Outcomes in Colorectal Cancer Patients
PHARMACEUTICALS, 16(5).
author keywords: precision medicine; colorectal cancer; pharmacogenomics; oxaliplatin; lncRNA's; antisense
Source: Web Of Science
Added: June 12, 2023
2023 article
Revealing Excited-State Trajectories on Potential Energy Surfaces with Atomic Resolution in Real Time
Leshchev, D., J. S. Valentine, A., Kim, P., Mills, A. W., Roy, S., Chakraborty, A., … Chen, L. X. X. (2023, May 31). ANGEWANDTE CHEMIE-INTERNATIONAL EDITION.
author keywords: Excited States; Intersystem Crossing; Platinum; Transition-Metal Complexes; Ultrafast Spectroscopy
Source: Web Of Science
Added: June 12, 2023
2023 chapter
How AI can Help us Understand and Mitigate Error Propagation in Radiation Oncology
In Artificial Intelligence in Radiation Oncology (pp. 305–334).
Source: ORCID
Added: May 31, 2023
2023 journal article
Scalable Community Extraction of Text Networks for Automated Grouping in Medical Databases
Journal of Data Science.
Source: ORCID
Added: May 31, 2023
2023 journal article
Core-periphery structure in networks: A statistical exposition
Statistics Surveys, 17(none), 42–74.
author keywords: Networks; core-periphery structure; meso-scale features
Sources: Web Of Science, ORCID, Crossref
Added: May 30, 2023
2023 journal article
A PRticle filter algorithm for nonparametric estimation of multivariate mixing distributions
STATISTICS AND COMPUTING, 33(4).
author keywords: Importance sampling; Marked point process; Mixture model; Monte Carlo; Predictive recursion
Source: Web Of Science
Added: May 30, 2023
2023 article
Simultaneous modeling of multivariate heterogeneous responses and heteroskedasticity via a two-stage composite likelihood
Ting, B. W. W., Wright, F. A., & Zhou, Y.-H. (2023, May 22). BIOMETRICAL JOURNAL.
author keywords: heterogeneity; heteroskedasticity; multivariate statistics; precision medicine; prediction
Sources: Web Of Science, ORCID
Added: May 23, 2023
2023 article
A tiered testing strategy based on in vitro phenotypic and transcriptomic data for selecting representative petroleum UVCBs for toxicity evaluation in vivo
Tsai, H.-H. D., House, J. S., Wright, F. A., Chiu, W. A., & Rusyn, I. (2023, April 20). TOXICOLOGICAL SCIENCES.
author keywords: transcriptomic; petroleum; grouping; dose-response; HTTr; NAMs
MeSH headings : Humans; Transcriptome; Petroleum / toxicity; Endothelial Cells; Gene Expression Profiling; Cell Line
Source: Web Of Science
Added: May 22, 2023
2023 article
Targeted optimal treatment regime learning using summary statistics
Chu, J., Lu, W., & Yang, S. (2023, March 15). BIOMETRIKA, Vol. 3.
author keywords: Covariate shift; Double robustness; Empirical likelihood; Entropy balancing; Multisource policy learning
Sources: Web Of Science, ORCID
Added: May 22, 2023
2023 journal article
Genetic Modifiers of Cystic Fibrosis Lung Disease Severity
AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 207(10), 1324–1333.
author keywords: cystic fibrosis; whole-genome sequencing; lung disease severity; GWAS/TWAS; pathway analyses
MeSH headings : Humans; Cystic Fibrosis / genetics; Genome-Wide Association Study / methods; Cystic Fibrosis Transmembrane Conductance Regulator / genetics; Patient Acuity; Lung; Microtubule-Associated Proteins / genetics
Sources: Web Of Science, ORCID
Added: May 16, 2023
2023 journal article
Deep spectral Q-learning with application to mobile health
STAT, 12(1).
author keywords: dynamic treatment regimes; mixed frequency data; principal component analysis; reinforcement learning
Sources: Web Of Science, ORCID
Added: May 15, 2023
2023 journal article
Posterior contraction and testing for multivariate isotonic regression
ELECTRONIC JOURNAL OF STATISTICS, 17(1), 798–822.
author keywords: Multivariate isotonic regression; contraction rate; Bayesian tests for multivariate monotonicity
Source: Web Of Science
Added: May 15, 2023
2023 journal article
Automated Error Labeling in Radiation Oncology via Statistical Natural Language Processing
DIAGNOSTICS, 13(7).
author keywords: patient safety; medical errors; neural networks; text classification; statistical modeling
Sources: Web Of Science, ORCID
Added: May 9, 2023
2023 article
Distributed Inference for Spatial Extremes Modeling in High Dimensions
Hector, E. C., & Reich, B. J. (2023, April 12). JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, Vol. 4.
author keywords: Bias-variance tradeoff; Brown-Resnick process; Divide-and-conquer; Scalable computing
Sources: Web Of Science, ORCID
Added: May 9, 2023
2023 article
D- and A-Optimal Screening Designs
Stallrich, J., Allen-Moyer, K., & Jones, B. (2023, April 7). TECHNOMETRICS.
author keywords: Bayesian optimal design; Blocking; Coordinate exchange algorithm; Factorial experiments; Minimum aliasing
Source: Web Of Science
Added: May 9, 2023
