Georgia Antoniou
Biographic Data
| ID | 5574079 |
|---|---|
| NAME | Georgia Antoniou |
| GIVEN NAMES | Georgia |
| FAMILY NAME | Antoniou |
| SIGNATURE | ANTONIOU G |
| AFFILIATIONS | Leeds Beckett University |
| ORCID | 0000-0003-0576-2365 |
| VERIFIED | Yes |
| TOTAL WORKS | 2 |
| TOTAL CITATIONS | 6 |
| WORKS AS AUTHOR | 2 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2011 |
| LATEST PUBLICATION YEAR | 2025 |
| H-INDEX | 1 |
Integrating explainable AI with clinical features to enhance ADHD diagnostic understanding
Integrating multimodal clinical features with transparent ML methods provides interpretable, clinically aligned insights into adult ADHD diagnosis. The combined SHAP-EDA approach identifies actionable thresholds, clarifies differential feature contributions, and highlights the importance of comorbidity and demographic context in diagnostic evaluation. These findings support a patient-centred, data-driven framework for improving diagnostic consist…
Emotional and Behavioural Problems Among Refugee Children and Adolescents Living in South Australia
While there is a growing body of literature on the mental health status of adult refugees, children have been relatively neglected in research, particularly in Australia. This study investigated the prevalence of emotional and behavioural problems and patterns of service utilisation among 530 refugee children and adolescents aged 4–17 years living in South Australia. Parents and teachers of children aged 4–17 years and adolescents aged 13–17 year…
Emotional and Behavioural Problems Among Refugee Children and Adolescents Living in South Australia
While there is a growing body of literature on the mental health status of adult refugees, children have been relatively neglected in research, particularly in Australia. This study investigated the prevalence of emotional and behavioural problems and patterns of service utilisation among 530 refugee children and adolescents aged 4–17 years living in South Australia. Parents and teachers of children aged 4–17 years and adolescents aged 13–17 year…
Emotional and Behavioural Problems Among Refugee Children and Adolescents Living in South Australia
While there is a growing body of literature on the mental health status of adult refugees, children have been relatively neglected in research, particularly in Australia. This study investigated the prevalence of emotional and behavioural problems and patterns of service utilisation among 530 refugee children and adolescents aged 4–17 years living in South Australia. Parents and teachers of children aged 4–17 years and adolescents aged 13–17 year…
Integrating explainable AI with clinical features to enhance ADHD diagnostic understanding
Integrating multimodal clinical features with transparent ML methods provides interpretable, clinically aligned insights into adult ADHD diagnosis. The combined SHAP-EDA approach identifies actionable thresholds, clarifies differential feature contributions, and highlights the importance of comorbidity and demographic context in diagnostic evaluation. These findings support a patient-centred, data-driven framework for improving diagnostic consist…
Attention Deficit Hyperactivity Disorder (1 work) · Child Abuse and Trauma (1 work) · Clinical Psychology (1 work) · Clinical Psychology (1 work) · Comorbidity (1 work) · Consistency (knowledge bases (1 work) · Context (archaeology (1 work) · Developmental psychology (1 work) · EEG and Brain-Computer Interfaces (1 work) · Feature (linguistics (1 work)