Academic publications
2022
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Social and occupational outcomes for young people who attend early intervention mental health services: a longitudinal study
Medical Journal of Australia, 2022
Frank Iorfino, Joanne S Carpenter, Shane PM Cross, Jacob Crouse, Tracey A Davenport, Daniel F Hermens, Hannah Yee, Alissa Nichles, Natalia Zmicerevska, Adam Guastella, Elizabeth M Scott, Ian B Hickie
Topics
Health services
Outcome research
Models of care -
Premature mortality in early-intervention mental health services: a data linkage study protocol to examine mortality and morbidity outcomes in a cohort of help-seeking young people
BMJ Open, 2022
Catherine McHugh, Yun Ju Christine Song, Natalia Zmicerevska, Jacob Crouse, Alissa Nichles, Chloe Wilson, Nicholas Ho, Frank Iorfino, Adam Skinner, Elizabeth M Scott, Ian B Hickie
Topics
Outcome research
Comorbidity
Suicide -
Informing the Future of Integrated Digital and Clinical Mental Health Care: Synthesis of the Outcomes From Project Synergy
JMIR Mental Health, 2022
Haley M LaMonica, Frank Iorfino, Grace Yeeun Lee, Sarah Piper, Jo-An Occhipinti, Tracey A Davenport, Shane Cross, Alyssa Milton, Laura Ospina-Pinillos, Lisa Whittle, Shelley C Rowe, Mitchell Dowling, Elizabeth Stewart, Antonia Ottavio, Samuel Hockey, Vanessa Wan Sze Cheng, Jane Burns, Elizabeth M Scott, Ian B Hickie
Topics
Digital health
Implementation science
Health services -
Structural brain alterations associated with suicidal thoughts and behaviors in young people: results from 21 international studies from the ENIGMA Suicidal Thoughts and Behaviours consortium
Molecular Psychiatry, 2022
Laura S van Velzen, Maria R Dauvermann,…, Frank Iorfino,…, ENIGMA Suicidal Thoughts and Behaviours Consortium, Lianne Schmaal
Topics
Suicide
Neurobiology -
Examining the prevalence of disordered eating in a cohort of young Australians presenting for mental health care at a headspace centre: results from a cross-sectional clinical survey study
BMJ Open, 2022
Amy Leigh Burton, Blake Hamilton, Frank Iorfino, Haley M La Monica, Elizabeth M Scott, Ian B Hickie
Topics
Outcomes research
Health services
Comorbidity -
Clinical, demographic, and genetic risk factors of treatment-attributed suicidality in >10,000 Australian adults taking antidepressants
American Journal of Medical Genetics Part B: Neuropsychiatric Genetics, 2022
Adrian I Campos, Enda M Byrne, Frank Iorfino, Chiara Fabbri, Ian B Hickie, Cathryn M Lewis, Naomi R Wray, Sarah E Medland, Miguel E Rentería, Nicholas G Martin
Topics
Suicide -
Sex differences in fronto-limbic white matter tracts in youth with mood disorders
Psychiatry and Clinical Neurosciences, 2022
Daniel F Hermens, Daniel Jamieson, Lauren Fitzpatrick, Dashiell D Sacks, Frank Iorfino, Jacob J Crouse, Adam J Guastella, Elizabeth M Scott, Ian B Hickie, Jim Lagopoulos
Topics
Neurobiology -
Optimizing Strategies for Improving Mental Health in Victoria, Australia during the COVID-19 Era: A System Dynamics Modelling Study
International Journal of Environmental Research and Public Health, 2022
Catherine Vacher, Nicholas Ho, Adam Skinner, Jo Robinson, Louise Freebairn, Grace Yeeun Lee, Frank Iorfino, Ante Prodan, Yun Ju C Song, Jo-An Occhipinti, Ian B Hickie
Topics
Complex systems science
Public health
2021
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Right Care, First Time: Developing a Theory-Based Automated Protocol to Help Clinically Stage Young People Based on Severity and Persistence of Mental Illness
Frontiers in Public Health, 2021
Frank Iorfino, Vanessa Wan Sze Cheng, Shane P Cross, Hannah F Yee, Tracey A Davenport, Elizabeth M Scott, Ian B Hickie
Topics
Digital health
Clinical staging
Health services -
Using Digital Technologies to Facilitate Care Coordination Between Youth Mental Health Services: A Guide for Implementation
Frontiers in Health Services, 2021
Frank Iorfino, Sarah E Piper, Ante Prodan, Haley M LaMonica, Tracey A Davenport, Grace Yeeun Lee, William Capon, Elizabeth M Scott, Jo-An Occhipinti, Ian B Hickie
Topics
Digital health
Health services -
The impact of technology-enabled care coordination in a complex mental health system: a local system dynamics model
Journal of Medical Internet Research, 2021
Frank Iorfino, Jo-An Occhipinti, Adam Skinner, Tracey Davenport, Shelley Rowe, Ante Prodan, Julie Sturgess, Ian B Hickie
Topics
Digital health
Complex systems science
Health services -
Familial aggregation of anxiety disorder subtypes and anxious temperament in the NIMH Family Study of Affective Spectrum Disorders
Journal of Affective Disorders, 2021
Frank Iorfino, Ciro Marangoni, Lihong Cui, Daniel F Hermens, Ian B Hickie, Kathleen Ries Merikangas
Topics
Clinical phenotyping
Genetic and family studies
Comorbidity -
Implementing a digital health model of care in Australian youth mental health services: protocol for impact evaluation
BMC Health Services Research, 2021
Sarah Piper, Tracey A Davenport, Haley LaMonica, Antonia Ottavio, Frank Iorfino, Vanessa Wan Sze Cheng, Shane Cross, Grace Yeeun Lee, Elizabeth Scott, Ian B Hickie
Topics
Digital health
Implementation science
Health services -
Reducing youth suicide: systems modelling and simulation to guide targeted investments across the determinants
BMC Medicine, 2021
Jo-An Occhipinti, Adam Skinner, Frank Iorfino, Kenny Lawson, Julie Sturgess, Warren Burgess, Tracey Davenport, Danica Hudson, Ian Hickie
Topics
Complex systems science
Suicide
Public health -
Optimising the integration of technology-enabled solutions to enhance primary mental health care: a service mapping study
BMC Health Services Research, 2021
Haley M LaMonica, Tracey A Davenport, Antonia Ottavio, Shelley C Rowe, Shane P Cross, Frank Iorfino, Tanya A Jackson, Michael A Easton, Jennifer Melsness, Ian B Hickie
Topics
Digital health
Implementation science
Health services -
Neurobiology Youth Follow-up Study: protocol to establish a longitudinal and prospective research database using multimodal assessments for current and past mental health treatment-seeking young people within an early intervention service
BMJ Open, 2021
Alissa Nichles, Natalia Zmicerevska, Yun Ju Christine Song, Chloe Wilson, Catherine McHugh, Blake Hamilton, Jacob Crouse, Cathrin Rohleder, Joanne Sarah Carpenter, Nicholas Ho, Daniel F Hermens, Naomi Wray, Jan Scott, Kathleen R Merikangas, F Markus Leweke, Dagmar Koethe, Frank Iorfino, Sharon L Naismith, Adam J Guastella, Elizabeth M Scott, Ian B Hickie
Topics
Outcome research -
Early expressions of psychopathology and risk associated with trans-diagnostic transition to mood and psychotic disorders in adolescents and young adults
PLoS One, 2021
Jan Scott, Jacob J Crouse, Nicholas Ho, Frank Iorfino, Nicholas Martin, Richard Parker, John McGrath, Nathan A Gillespie, Sarah Medland, Ian B Hickie
Topics
Clinical phenotyping -
Using Staged Care to Provide "Right Care First Time" to People With Common Affective Disorders
Psychiatric Services, 2021
Vilas Sawrikar, Elizabeth Stewart, Haley M LaMonica, Frank Iorfino, Tracey A Davenport, Shane Cross, Elizabeth Scott, Sharon L Naismith, Loren Mowszowski, Adam Guastella, Ian B Hickie
Topics
Clinical staging
Models of care
Health services -
Schizophrenia polygenic risk scores in youth mental health: preliminary associations with diagnosis, clinical stage and functioning
BJPsych Open
Jacob J. Crouse, Joanne S. Carpenter, Frank Iorfino, Tian Lin, Nicholas Ho, Enda M. Byrne, Anjali K. Henders, Leanne Wallace, Daniel F. Hermens, Elizabeth M. Scott, Naomi R. Wray, Ian B. Hickie
Topics
Genetic studies
Clinical phenotyping
Outcome research -
Neurocognitive functioning predicts suicidal behaviour in young people with affective disorders
Journal of Affective Disorders, 2021
Catherine M McHugh, Frank Iorfino, Jacob J Crouse, Ashleigh Tickell, Alissa Nichles, Natalia Zmicerevska, Nicholas Ho, Rico Lee 2, Daniel F Hermens, Elizabeth Scott, Ian B Hickie
Topics
Suicide
Outcome research -
White Matter Integrity According to the Stage of Mental Disorder in Youth
Psychiatric Research: Neuroimaging, 2021
Dashiell D Sacks, Jim Lagopoulos, Sean N Hatton, Frank Iorfino, Joanne S Carpenter, Jacob J Crouse, Sharon L Naismith, Elizabeth M Scott, Ian B Hickie, Daniel F Hermens
Topics
Clinical staging
Illness progression
2020
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Predicting self-harm within six months after initial presentation to youth mental health services: A machine learning study
PLoS One, 2020
Frank Iorfino, Nicholas Ho, Joanne S Carpenter, Shane P Cross, Tracey A Davenport, Daniel F Hermens, Hannah Yee, Alissa Nichles, Natalia Zmicerevska, Adam Guastella, Elizabeth Scott, Ian B Hickie
Topics
Data science
Digital health
Health services -
The Science of Complex Systems Is Needed to Ameliorate the Impacts of COVID-19 on Mental Health
Frontiers in Psychiatry, 2020
Jo-An Atkinson, Yun Ju Christine Song, Kathleen R Merikangas, Adam Skinner , Ante Prodan, Frank Iorfino, Louise Freebairn, Danya Rose, Nicholas Ho, Jacob Crouse, Vadim Zipunnikov, Ian B Hickie
Topics
Complex systems science -
Predicting the emergence of full-threshold bipolar I, bipolar II and psychotic disorders in young people presenting to early intervention mental health services
Psychological Medicine, 2020
Joanne S Carpenter, Jan Scott, Frank Iorfino, Jacob J Crouse, Nicholas Ho, Daniel F Hermens, Shane P M Cross, Sharon L Naismith, Adam J Guastella, Elizabeth M Scott, Ian B Hickie
Topics
Outcome research
Suicide -
Suicidal Thoughts and Behaviors and Their Associations With Transitional Life Events in Men and Women: Findings From an International Web-Based Sample
JMIR Mental Health, 2020
Alyssa Clare Milton, Tracey A Davenport, Frank Iorfino, Anna Flego, Jane M Burns, Ian B Hickie
Topics
Outcome research
Suicide -
Youth Mental Health Tracker: protocol to establish a longitudinal cohort and research database for young people attending Australian mental health services
BMJ Open, 2020
Cathrin Rohleder, Yun Ju Christine Song, Jacob J Crouse, Tracey A Davenport, Frank Iorfino, Blake Hamilton, Natalia Zmicerevska, Alissa Nichles, Joanne S Carpenter, Ashleigh M Tickell, Chloe Wilson, Shane P Cross, Adam J Guastella, Dagmar Koethe, F Markus Leweke, Elizabeth M Scott, Ian B Hickie
Topics
Outcome research
Measurement-based care -
Cohort profile: the Brain and Mind Centre Optymise cohort: tracking multidimensional outcomes in young people presenting for mental healthcare
BMJ Open, 2020
Joanne S Carpenter, Frank Iorfino, Shane Cross, Alissa Nichles, Natalia Zmicerevska, Jacob J Crouse, Jake R Palmer, Alexis E Whitton, Django White, Sharon L Naismith, Adam J Guastella, Daniel F Hermens, Jan Scott, Elizabeth M Scott, Ian B Hickie
Topics
Outcome research
Comorbidity -
Transdiagnostic neurocognitive subgroups and functional course in young people with emerging mental disorders: a cohort study
BJPsych Open, 2020
Jacob J Crouse, Kate M Chitty, Frank Iorfino, Joanne S Carpenter, Django White, Alissa Nichles, Natalia Zmicerevska, Ashleigh M Tickell, Rico S C Lee, Sharon L Naismith, Elizabeth M Scott, Jan Scott, Daniel F Hermens, Ian B Hickie
Topics
Outcome research -
Modelling associations between neurocognition and functional course in young people with emerging mental disorders: a longitudinal cohort study
Translational Psychiatry, 2020
Jacob J Crouse, Kate M Chitty, Frank Iorfino, Joanne S Carpenter, Django White, Alissa Nichles, Natalia Zmicerevska, Adam J Guastella, Elizabeth M Scott, Rico S C Lee, Sharon L Naismith, Jan Scott, Daniel F Hermens, Ian B Hickie
Topics
Outcome research
2019
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Clinical Stage Transitions in Persons Aged 12 to 25 Years Presenting to Early Intervention Mental Health Services With Anxiety, Mood, and Psychotic Disorders
JAMA Psychiatry, 2019
Frank Iorfino, Elizabeth M Scott, Joanne S Carpenter, Shane P Cross, Daniel F Hermens, Madhura Killedar, Alissa Nichles, Natalia Zmicerevska, Django White, Adam J Guastella, Jan Scott, Patrick D McGorry, Ian B Hickie
Topics
Clinical staging
Illness progression
Health services -
Right care, first time: a highly personalised and measurement‐based care model to manage youth mental health
Medical Journal of Australia, 2019
Ian B Hickie, Elizabeth M Scott, Shane P Cross, Frank Iorfino, Tracey A Davenport, Adam J Guastella, Sharon L Naismith, Joanne S Carpenter, Cathrin Rohleder, Jacob J Crouse, Daniel F Hermens, Dagmar Koethe, F Markus Leweke, Ashleigh M Tickell, Vilas Sawrikar, Jan Scott
Topics
Health services
Clinical staging
Models of care -
Multidimensional outcomes in youth mental health care: what matters and why?
Medical Journal of Australia, 2019
Frank Iorfino, Joanne S Carpenter, Shane P Cross, Tracey A Davenport, Daniel F Hermens, Adam J Guastella, Cathrin Rohleder, Jacob J Crouse, F Markus Leweke, Dagmar Koethe, Sharon L Naismith, Elizabeth M Scott, Ian B Hickie
Topics
Outcome research
Health services
Measurement-based care -
A digital platform designed for youth mental health services to deliver personalized and measurement-based care
Frontiers in Psychiatry, 2019
Frank Iorfino, Shane P Cross, Tracey Davenport, Joanne S Carpenter, Elizabeth Scott, Sagit Shiran, Ian B Hickie
Topics
Digitial health
Health services
Measurement-based care -
Project Synergy: co-designing technology-enabled solutions for Australian mental health services reform
Medical Journal of Australia, 2019
Ian B Hickie, Tracey A Davenport, Jane M Burns, Alyssa C Milton, Laura Ospina-Pinillos, Lisa Whittle, Cristina S Ricci, Larisa T McLoughlin, John Mendoza, Shane P Cross, Sarah E Piper, Frank Iorfino, Haley M LaMonica
Topics
Digital health
Health services
Implementation science -
Validation of the InnoWell Platform: Protocol for a Clinical Trial
JMIR Research Protocols, 2019
Tracey A Davenport, Haley M LaMonica, Lisa Whittle, Amelia English, Frank Iorfino, Shane Cross, Ian B Hickie
Topics
Digital health
Implementation science
Models of care -
What is the prevalence, and what are the clinical correlates, of insulin resistance in young people presenting for mental health care? A cross-sectional study
BMJ Open, 2019
Elizabeth M Scott, Joanne S Carpenter, Frank Iorfino, Shane P M Cross, Daniel F Hermens, Jeanne Gehue, Chloe Wilson, Django White, Sharon L Naismith, Adam J Guastella, Ian B Hickie
Topics
Health services
Comorbidity -
Developing neurocognitive standard clinical care: A study of young adult inpatients
Psychiatry Research, 2019
Ashleigh M Tickell, Elizabeth M Scott, Tracey Davenport, Frank Iorfino, Laura Ospina-Pinillos, Django White, Kate Harel, Lisa Parker, Ian B Hickie, Daniel F Hermens
Topics
Models of care
Health services -
Exploring associations between early substance use and longitudinal socio-occupational functioning in young people engaged in a mental health service
PLoS One, 2019
Jacob J Crouse, Kate M Chitty, Frank Iorfino, Django White, Alissa Nichles, Natalia Zmicerevska, Adam J Guastella, Ahmed A Moustafa, Daniel F Hermens, Elizabeth M Scott, Ian B Hickie
Topics
Outcome research -
Neurocognitive clusters: A pilot study of young people with affective disorders in an inpatient facility
Journal of Affective Disorders, 2019
Ashleigh M Tickell, Elizabeth M Scott, Tracey Davenport, Frank Iorfino, Laura Ospina-Pinillos, Kate Harel, Lisa Parker, Ian B Hickie, Daniel F Hermens
Topics
Clinical phenotyping
Models of care
2018
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Delineating the trajectories of social and occupational functioning of young people attending early intervention mental health services in Australia: a longitudinal study
British Medical Journal Open, 2018
Frank Iorfino, Daniel F Hermens, PM Shane, Natalia Zmicerevska, Alissa Nichles, Caro-Anne Badcock, Josine Groot, Elizabeth M Scott, Ian B Hickie
Topics
Outcome research
Health services
Functional impairment -
Prior suicide attempts predict worse clinical and functional outcomes in young people attending a mental health service
Journal of Affective disorders, 2018
Frank Iorfino, Daniel F Hermens, Shane PM Cross, Natalia Zmicerevska, Alissa Nichles, Josine Groot, Adam J Guastella, Elizabeth M Scott, Ian B Hickie
Topics
Outcome research
Health services
Suicidal thoughts and behaviours -
Personalised Mental Health Care for Young People: Using Past Outcomes to Build Future Solutions
Doctor of Philosophy Thesis, 2018
Frank Iorfino
Topics
Digital health
Outcome research
Health services
2017
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Using new and emerging technologies to identify and respond to suicidality among help-seeking young people: a cross-sectional study
Journal of Medical Internet Research, 2017
Frank Iorfino, Tracey A Davenport, Laura Ospina-Pinillos, Daniel F Hermens, Shane Cross, Jane Burns, Ian B Hickie
Topics
Digital health
Decision-support tool
Health services
2016
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The underlying neurobiology of key functional domains in young people with mood and anxiety disorders: a systematic review
BMC psychiatry, 2016
Frank Iorfino, Ian B Hickie, Rico SC Lee, Jim Lagopoulos, Daniel F Hermens
Topics
Models of care
Outcome research
Clinical phenotyping