Dr Isabelle Scott
Senior Research Fellow, AI in Digital Youth Mental Health
Centre for Youth Mental Health (Orygen)
20 Scholarly works
9 Projects
HIGHLIGHTS
2026
Research grants (international)
MOST-Nexus: Transforming Global Youth Mental Health With Hyper-Personalised, Adaptive Scalable Digital Care
2026
Journal article
Predicting the First Onset of Suicidal Thoughts and Behaviors in Adolescents Using Multimodal Risk Factors: A 4-Year Longitudinal Study
DOI: 10.1016/j.jaac.2025.07.0062026
Journal article
The Dynamics of Psychopathology, Cognitive Performance and Functioning in Individuals at Clinical High Risk for Psychosis: A Network Analysis of Ambulatory Assessments in a Prospective Longitudinal Cohort (Preprint)
DOI: 10.2196/1003702026
Research contracts (non-grants)
Exploring, Defining, and Implementing Responsible Relational AI for Youth
2026
Journal article
Exploring the interconnections between baseline symptoms in ultra-high risk youth who did and did not transition to psychosis over three years: A network analysis comparison
DOI: 10.1192/j.eurpsy.2025.101412026
Journal article
Relationship among Sleep Disturbance, Stress, and Suicidal Ideation in Clinical High Risk for Psychosis.
DOI: 10.1093/schizbullopen/sgag0242025
Research grants (ARC, NHMRC, MRFF)
YOUTHreach - Bridging Gaps in Mental Health Support: A Comprehensive European Strategy
RECENT SCHOLARLY WORKS
2026
Journal article
Machine Learning Prediction of First Suicide Attempts in Early Adolescence Among Child Ideators
DOI: 10.1016/j.jaac.2026.07.12452025
Journal article
Collecting language, speech acoustics, and facial expression to predict psychosis and other clinical outcomes: strategies from the AMP® SCZ initiative
DOI: 10.1038/s41537-025-00669-z2025
Journal article
Digital health technologies in the accelerating medicines Partnership® Schizophrenia Program
DOI: 10.1038/s41537-025-00599-w2025
Journal article
Characterizing the Clinical Trajectory and Predicting Persistence and Deterioration of Attenuated Psychotic Symptoms in Ultra-High-Risk Individuals
DOI: 10.1093/schbul/sbae2042025
Journal article
Insights from fifteen years of real-world development, testing and implementation of youth digital mental health interventions
DOI: 10.1016/j.invent.2025.1008492025
Journal article
Dynamic Updating of Psychosis Prediction Models in Individuals at Ultra-High Risk of Psychosis
DOI: 10.1016/j.bpsc.2025.03.006
RECENT PROJECTS
2026
Research contracts (non-grants)
AI-Assisted Integration of Digital Mental Health Tools to Reduce Clinician Burden in Youth Care
2027
Research grants (international)
AI4You(th): Delivering Scalable, Agency-Enhancing, Personalised Youth Mental Health Support Through LLMs Fine-Tuned to the Individual Needs of Young People and Clinicians