Dominic Dwyer

Associate Professor, Centre for Youth Mental Health, University of Melbourne

Joined

May 2025

Names

Dominic Dwyer (Preferred)

Dominic B Dwyer

Emails

****@unimelb.edu.au (Confirmed)

****@orygen.org.au (Confirmed)

Personal Links

Career & Education History

Associate Professor

Centre for Youth Mental Health, University of Melbourne (unimelb.edu.au)

2020 – Present

Postdoc

Ludwig-Maximilians-Universität München (lmu.de)

2014 – 2022

Advisors, Relations & Conflicts

No relations added

Expertise

NLP

LLM

Medical Scribes

Explainability

Implementation

2022 – 2025

mental health

psychiatry

machine learning

multi-modal analyses

2014 – 2025

Publications

It Hears, It Sees too: Multi-Modal LLM for Depression Detection By Integrating Visual Understanding into Audio Language Models
Xiangyu Zhao, Yaling Shen, Yiwen Jiang, Zimu Wang, Jiahe Liu, Maxmartwell H Cheng, Guilherme C Oliveira, Robert Desimone, Dominic Dwyer, Zongyuan Ge
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Decoding Psychosis Risk: Neuroanatomical Correlates of the NAPLS-2 Calculator in the PRONIA Cohort
Lisa-Maria Neuner, Clara Weyer, Lana Kambeitz-Ilankovic, Alexandra Korda, Dominic Dwyer, Linda A Antonucci, Joseph Kambeitz, Rachel Upthegrove, Raimo K R Salokangas, Jarmo Hietala, Christos Pantelis, Rebekka Lencer, Stephen J Wood, Paolo Brambilla, Stefan Borgwardt, Alessandro Bertolino, Georg Romer, Eva Meisenzahl, Udo Dannlowski, Peter Falkai et al. (104 additional authors not shown)
- Crossref
- Readers: Everyone
Lived experience-informed eating disorders research: an illustrative example
Andrea Phillipou, Shannon Calvert, Kathleen de Boer, Dominic Dwyer, Kamryn T. Eddy, Caroline Gao, Genevieve Pepin, Stephanie Miles, Erica Neill
- Crossref
- Readers: Everyone
Characterizing the Clinical Trajectory and Predicting Persistence and Deterioration of Attenuated Psychotic Symptoms in Ultra-High-Risk Individuals
Cassandra Wannan, Isabelle Scott, Dominic Dwyer, Scott R Clark, Simon Hartmann, Rochelle Ruby Ye, G Paul Amminger, Hok Pan Yuen, Suzie Lavoie, Connie Markulev, Miriam R Schaefer, Jessica A Hartmann, Nilufar Mossaheb, Monika Schlögelhofer, Stefan Smesny, Ian B Hickie, Gregor Berger, Eric Y H Chen, Lieuwe de Haan, Dorien H Nieman et al. (11 additional authors not shown)
- Crossref
- Readers: Everyone
Multivariable prediction of functional outcome after first-episode psychosis: a crossover validation approach in EUFEST and PSYSCAN
Margot I. E. Slot, Maria F. Urquijo Castro, Inge Winter - van Rossum, Hendrika H. van Hell, Dominic Dwyer, Paola Dazzan, Arija Maat, Lieuwe De Haan, Benedicto Crespo-Facorro, Birte Y. Glenthøj, Stephen M. Lawrie, Colm McDonald, Oliver Gruber, Thérèse van Amelsvoort, Celso Arango, Tilo Kircher, Barnaby Nelson, Silvana Galderisi, Mark Weiser, Gabriele Sachs et al. (99 additional authors not shown)
- Crossref
- Readers: Everyone
Towards Precision Psychiatry for Youth: the PRE-EMPT Centre of Research Excellence Roadmap.
Dominic Dwyer, Scott Clark, G. Paul Amminger, Enda Byrne, Christopher Davey, Caroline Gao, Simon Hartmann, Jessica Hartmann, Nikolaos Koutsouleris, Rochelle Ye, Josh Nguyen, Julie Ja, Isabelle Scott, Cassandra Wannan, Ann Ee Ching, Ashleigh Lin, Blake Caave, Patrick McGorry, Christel Middeldorp, Angelica Ronald et al. (6 additional authors not shown)
- Crossref
- Readers: Everyone

Co-Authors

View all 300 co-authors

Dominic Dwyer

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

It Hears, It Sees too: Multi-Modal LLM for Depression Detection By Integrating Visual Understanding into Audio Language Models

Decoding Psychosis Risk: Neuroanatomical Correlates of the NAPLS-2 Calculator in the PRONIA Cohort

Lived experience-informed eating disorders research: an illustrative example

Characterizing the Clinical Trajectory and Predicting Persistence and Deterioration of Attenuated Psychotic Symptoms in Ultra-High-Risk Individuals

Multivariable prediction of functional outcome after first-episode psychosis: a crossover validation approach in EUFEST and PSYSCAN

Towards Precision Psychiatry for Youth: the PRE-EMPT Centre of Research Excellence Roadmap.

Co-Authors