STAFF PROFILE
Professor Irene Hudson
Position:
Professor, Statistics and Data Analytics
College / Portfolio:
STEM College
School / Department:
STEM|School of Science
Phone:
+61399253224
Email:
irene.hudson@rmit.edu.au
Campus:
City Campus
Contact me about:
Research supervision
- Yeo, G.,Akman, D.,Hudson, I.,Chan, J. (2023). A Stochastic Approximation approach to Fixed Instance Selection In: Information Sciences, 628, 558 - 579
- Beh, E.,Tran, D.,Hudson, I. (2023). A generalisation of the aggregate association index (AAI): incorporating a linear transformation of the cells of a 2 × 2 table In: Metrika, , 1 - 33
- Sarwar, T.,Seifollahi, S.,Chan, J.,Zhang, X.,Aksakalli, V.,Hudson, I.,Verspoor, K.,Cavedon, L. (2022). The Secondary Use of Electronic Health Records for Data Mining: Data Characteristics and Challenges In: ACM Computing Surveys, 55, 1 - 36
- , J.,Nur, D.,Hudson, I.,Stojanovski, E. (2022). Estimation Parameters of Dependence Meta-Analytic Model: New Techniques for the Hierarchical Bayesian Model. In: Computation, 10, 1 - 31
- Yeo, G.,Hudson, I.,Akman, D.,Chan, J. (2022). A Simple Framework for XAI Comparisons with a Case Study In: 2022 5th International Conference on Artificial Intelligence and Big Data (ICAIBD), Chengdu, China , 27-30 May 2022
- Zafar, S.,Cheema, S.,Beh, E.,Hudson, I. (2022). Asymptotic Characteristics of the Non-Iterative Estimates of the Linear-by-Linear Association Parameter for Ordinal Log-Linear Models In: Computation, 10, 1 - 16
- Hudson, I. (2022). Modelling Agitation-Sedation (A-S) in ICU: An Empirical Transition and Time to Event Analysis of Poor and Good Tracking between Nurses Scores and Automated A-S Measures In: Recent Advances in Medical Statistics, intechopen, italy
- Hudson, I.,Tursunalieva, A.,Chase, J. (2022). Copula Modelling of Agitation-Sedation (A-S) in ICU: Threshold Analysis of Nurses’ Scores of A-S and Automated Drug Infusions by Protocol In: Recent Advances in Medical Statistics, intechopen, italy
- Travica, N.,Ried, K.,Hudson, I.,Scholey, A.,Pipingas, A.,Sali, A. (2022). The Effects of Surgery on Leukocyte Vitamin C Concentrations: A Systematic Review and Meta-Analysis In: Pharmaceutical Sciences, 28, 496 - 505
- Sarwar, T.,Jimeno Yepes, A.,Zhang, J.,Chan, J.,Hudson, I.,Evans, S.,Cavedon, L. (2022). Development and validation of retrospective electronic frailty index using operational data of aged care homes In: BMC Geriatrics, 22, 1 - 11
Data science, Biostatistics, engineering, informatics, epidemiology, categorical data methods, survival analytics, time series, climate change analytics, causal inference, drug discovery, devices, health, surveillance and theoretical and applied areas in visualization
2 PhD Current Supervisions
- Rational design of array-based nanozyme sensors. Funded by: ARC-Discovery Projects from (2023 to 2026)
- Revolutionising Monitoring of Waterway Health in Merri Creek. Funded by: City of Whittlesea - Contract from (2020 to 2021)