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Shu-Mei Teo

3 papers indexed here

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Open access Sep 2026

Mental health special consideration in Victorian tertiary education applications: geographical, demographic, and socioeconomic inequities in uptake

Introduction Mental ill-health can disrupt young people’s education and future outcomes. In Victoria, Australia, the Special Entry Access Scheme (SEAS) enables tertiary applicants to declare circumstances, including mental health conditions, that may have affected their educational achievement, yet application patterns...

Shu-Mei Teo, K. Filia, Kirra Greaves et al. · 0 citations
Open access Sep 2026

A protocol for population-level data linkage to investigate patterns of service use and healthcare needs of young people experiencing mental ill-health in Victoria, Australia

Background Mental disorders are a leading cause of disease burden in 10–24-year-olds. In Australia, fragmentation within and across health, mental health and human services sectors contributes to gaps in service provision and increased disease burden. Comprehensive methodologies are needed to identify service gaps and...

A. Watson, J. Menssink, K. Filia et al. · 1 citation
Review Open access Sep 2026

Ensemble clustering: A practical tutorial

Cluster analysis is an explorative analytical method, serving as a critical tool in psychology, psychiatry, and related fields to map heterogeneous data into meaningful subgroups. Despite their extensive historical use, traditional clustering techniques suffer from a lack of stability, robustness, and generalisability....

Caroline X. Gao, Sheng-Qi Wang, Ye Zhu et al. · 8 citations · ⚡2

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