Contact information
Galit Geulayov
PhD
Senior postdoctoral researcher
I am a mental health epidemiologist researching self-harm and suicide.
Research Interests:
- Childhood-onset self-harm
- Parental self-harm and offspring outcomes
- Loneliness and suicidal risk
- Self-harm measurement and case ascertainment
My research focuses on understanding the intergenerational transmission of mental health difficulties, particularly how parental self-harm may influence the mental health of their offspring.
I am also studying self-harm and suicidal risk in children aged 12 and under. This work involves examining risk and protective factors for self-harm and suicidal behaviour in this age group, as well as the support needs of their families, with the aim of improving community-based responses to self-harm in children.
I lead the self-harm theme within the OxWell Student Survey, with a key focus on understanding self-harm among primary school-aged children and exposure to self-harm-related content online across adolescence.
Additionally, I am developing a machine learning-based tool to identify instances of self-harm within Electronic Health Records.
Previously, I was the data curator and analyst for the Multicentre Study of Self-harm in England. This study collects information on individuals who present to hospitals following self-harm. My work involved analysing trends in self-harm over time and examining the relationships between socio-economic and clinical characteristics with clinical care and mortality.
Recent publications
Detection of Self-Harm in Electronic Mental Health Records Using Privacy-Preserving Local Language Models: Methodological Study.
Journal article
Kormilitzin A. et al, (2026), JMIR Ment Health, 13
School experiences and self-harm in the OxWell study.
Journal article
Nawaz RF. et al, (2026), JCPP Adv, 6
Privacy-preserving local language models accurately identify the presence and timing of self-harm in electronic mental health records (Preprint)
Preprint
Kormilitzin A. et al, (2025)
Patterns of help-seeking for mental health problems in 1,001 neurodivergent adolescents who self-harm
Preprint
Skripkauskaite S. et al, (2025)
