Michelle Carey

University College Dublin — Ireland

Mathematics · Physical Sciences

9h-index301citations37works1.82yr avg
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Research Topics

Numerical methods for differential equations(4), Statistical Methods and Inference(3), Gene Regulatory Network Analysis(3), Bayesian Methods and Mixture Models(3), Power System Reliability and Maintenance(3)

Publications37 total

fgdiR: Functional Gait Deviation Index
2025Open Access
Estimating a smooth covariance for functional data
Computational Statistics & Data Analysis·2025Open Access
Spatial transcriptomics iterative hierarchical clustering (stIHC): A novel method for identifying spatial gene co‐expression modules
Quantitative Biology·2025Open Access
The functional gait deviation index
Journal of Applied Statistics·2025Open Access
Functional Clustering with Imbalanced Groups
2025
Nonparametric Space-Time Density Estimation for Point Processes over Irregular Regions
2025
Addressing class imbalance in functional data clustering
Advances in Data Analysis and Classification·2024· 1 cited
POS1468-HPR IMPLEMENTING PATIENT HEALTH QUESTIONNAIRE DEPRESSION SCREENING IN INFLAMMATORY ARTHRITIS CLINIC: INSIGHTS FROM A QUALITY IMPROVEMENT PROJECT AT A TERTIARY RHEUMATOLOGY CENTER
Annals of the Rheumatic Diseases·2024
A nonparametric penalized likelihood approach to density estimation of space–time point patterns
Spatial Statistics·2024· 5 citedOpen Access
1,4-dihydroxy quininib activates ferroptosis pathways in metastatic uveal melanoma and reveals a novel prognostic biomarker signature
Cell Death Discovery·2024· 12 citedOpen Access
Sparse estimation within Pearson's system, with an application to financial market risk
Canadian Journal of Statistics·2023Open Access
Dawn and dusk peaks of outer segment phagocytosis, and visual cycle function require Rab28
The FASEB Journal·2022· 13 citedOpen Access
Effect of the Rehabilitation Program, ReStOre, on Serum Biomarkers in a Randomized Control Trial of Esophagogastric Cancer Survivors
Frontiers in Oncology·2021· 9 citedOpen Access
Fast stable parameter estimation for linear dynamical systems
Computational Statistics & Data Analysis·2020· 9 citedOpen Access
Circulation modelling of tropical cyclone-driven currents for Western Australian criteria estimation: validation report
UWA Profiles and Research Repository (University of Western Australia)·2019
Orthogonal Drug Pooling Enhances Phenotype-Based Discovery of Ocular Antiangiogenic Drugs in Zebrafish Larvae
Frontiers in Pharmacology·2019· 13 citedOpen Access
Orthogonal Drug Pooling Enhances Phenotype-based Discovery of Ocular Anti-angiogenic Drugs in Zebrafish Larvae
2019· 1 citedOpen Access
A Generalized Smoother for Linear Ordinary Differential Equations
Figshare·2019Open Access
Investigation of temporal and spatial heterogeneities of the immune responses to Bordetella pertussis infection in the lung and spleen of mice via analysis and modeling of dynamic microarray gene expression data
Infectious Disease Modelling·2019· 3 citedOpen Access
A big data pipeline: Identifying dynamic gene regulatory networks from time-course <i>Gene Expression Omnibus</i> data with applications to influenza infection
Statistical Methods in Medical Research·2018· 12 citedOpen Access
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Frequent Co-authors

Hulin Wu(5), Eugene G. Gath(5), Kevin Hayes(5), J. O. Ramsay(4), Breandán N. Kennedy(4), Juan Camilo Ramírez(4), Catherine Higgins(4), Laura M. Sangalli(3), Daniel Hillary(3), Sajal Kaur Minhas(3), Hongyu Miao(3), Xiaobo Zhou(2), Le Zhang(2), Nils Ohnesorge(2), Temitope Sasore(2), Yolanda Álvarez(2), Eugène Dillon(2), Shuang Wu(2), Conor Murphy(2), Blerta Begu(2)