Publications by authors named "Mathew Varidel"

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Towards improved specificity in mental health syndromes: projection-based clustering of depressive phenotypes.
Alexander Tashevski, Mathew R Varidel, Ian B Hickie, Jan Scott, Jacob J Crouse

J Affect Disord· December 2025

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Uncovering relationships between 24-h rest-activity patterns and immune-metabolic dysfunction in young people with mood disorders.
Sarah McKenna, Mirim Shin, Shin Ho Park, Alissa Nichles, Natalia Zmicerevska, Mathew Varidel

J Psychiatr Res· November 2025

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Matching needs to services: Development of a service needs index for determining care pathways in youth mental health.
William Capon, Mathew Varidel, Ian B Hickie, Jacob J Crouse, Sebastian Rosenberg

Aust N Z J Psychiatry· September 2025

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Identifying mood disorder subgroups at early risk of metabolic dysfunction: a cross-sectional cohort study in young people at early intervention services.
Sarah McKenna, Mirim Shin, Shin Ho Park, Alissa Nichles, Natalia Zmicerevska, Mathew Varidel

BMJ Open· September 2025

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Weighing Costs and Benefits of Delay and the Acceptance of Two Decision Support Tools in Mental Health Care: Scoping Study Using Quantitative and Qualitative Data.
Sarah McKenna, Min K Chong, Adam Poulsen, Ashlee Turner, Carla Gorban, Mathew Varidel

JMIR Hum Factors· September 2025

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Understanding Engagement With Digital Mental Health Technology in Mental Health Services: Multicenter Observational Study.
Luke J Borgnolo, Sarah McKenna, Ian B Hickie, Mathew Varidel, Ashlee Turner

J Med Internet Res· August 2025

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Dynamic Bayesian network analysis of the social determinants of mental health.
Adam Skinner, Isabel Li, Mathew Varidel, Frank Iorfino, Jo-An Occhipinti

PNAS Nexus· July 2025

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Using the service needs index to quantify complexity and identify treatment needs across youth mental health service populations: an observational study.
William Capon, Ian B Hickie, Mathew Varidel, Jacob J Crouse, Sebastian Rosenberg

Int J Ment Health Syst· July 2025

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Causal AI Recommendation System for Digital Mental Health: Bayesian Decision-Theoretic Analysis.
Mathew Varidel, Victor An, Ian B Hickie, Sally Cripps, Roman Marchant

J Med Internet Res· June 2025

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A prognostic model for predicting functional impairment in youth mental health services.
Frank Iorfino, Rafael Oliveira, Sally Cripps, Roman Marchant, Mathew Varidel

Eur Psychiatry· December 2024

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Quantifying the interrelationships between physical, social, and cognitive-emotional components of mental fitness using digital technology.
Frank Iorfino, Mathew Varidel, William Capon, Matthew Richards, Jacob J Crouse

Npj Ment Health Res· July 2024

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A multidimensional approach for differentiating the clinical needs of young people presenting for primary mental health care.
William Capon, Ian B Hickie, Masoud Fetanat, Mathew Varidel, Haley M LaMonica

Compr Psychiatry· October 2023

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The temporal dependencies between social, emotional and physical health factors in young people receiving mental healthcare: a dynamic Bayesian network analysis.
Frank Iorfino, Mathew Varidel, Roman Marchant, Sally Cripps, Jacob Crouse

Epidemiol Psychiatr Sci· September 2023

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Digital Application of Clinical Staging to Support Stratification in Youth Mental Health Services: Validity and Reliability Study.
Min K Chong, Ian B Hickie, Shane P Cross, Sarah McKenna, Mathew Varidel

JMIR Form Res· September 2023

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Characterising variability in youth mental health service populations: A detailed and scalable approach using digital technology.
William Capon, Ian B Hickie, Sarah McKenna, Mathew Varidel, Matthew Richards

Australas Psychiatry· June 2023

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Clinical staging and the differential risks for clinical and functional outcomes in young people presenting for youth mental health care.
William Capon, Ian B Hickie, Mathew Varidel, Ante Prodan, Jacob J Crouse

BMC Med· December 2022

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