Dr Isabelle Scott
Research Fellow, AI in Digital Youth Mental Health
Centre for Youth Mental Health (Orygen)
18 Scholarly works
7 Projects
HIGHLIGHTS
2026
Journal article
Machine Learning Prediction of First Suicide Attempts in Early Adolescence Among Child Ideators
DOI: 10.1016/j.jaac.2026.07.12452026
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
Research grants (other domestic)
AI-Powered Personalization for Digital Mental Health Across All Care Settings
2025
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
Research grants (ARC, NHMRC, MRFF)
YOUTHreach - Bridging Gaps in Mental Health Support: A Comprehensive European Strategy
RECENT SCHOLARLY WORKS
2025
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.2025.03.0062025
Journal article
The inventory of psychotic-like anomalous self-experiences (IPASE): Stability and relationships with attenuated psychotic symptoms and remission in individuals at-risk for psychosis
DOI: 10.1016/j.schres.2025.05.0032025
Journal article
Characterising symptomatic substates in individuals on the psychosis continuum: a hidden Markov modelling approach
DOI: 10.1017/S003329172500056X2025
Journal article
Predicting clinical improvement in youth using a national-scale multicomponent digital mental health intervention
DOI: 10.1016/j.brat.2025.104703
RECENT PROJECTS
2026
Research contracts (non-grants)
AI-Assisted Integration of Digital Mental Health Tools to Reduce Clinician Burden in Youth Care
2026
Research contracts (non-grants)
Examining Body Image Processing in Adolescents With Anorexia Nervosa