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Academic research and publications
- Interpretable Machine Learning approach for predicting clinically significant suicide risk: A case study of patients with major depressive disorder in Greece. Psychiatry Research, 116607. https://doi.org/10.1016/j.psychres.2025.116607 (2025)
- Suicidality and self-compassion in patients with major depressive disorder: the mediating role of the avoidant attachment type. Research in Psychotherapy: Psychopathology, Process, and Outcome, 27(3), 826. https://doi.org/10.4081/ripppo.2024.826 (2024)
- Explainable AI-Based Identification of Contributing Factors to the Mood State Change in Children and Adolescents with Pre-Existing Psychiatric Disorders in the Context of COVID-19-Related Lockdowns in Greece. BioMedInformatics, 3(4), 1040-1059. (2023)
- An Explainable Machine Learning Approach for COVID-19’s Impact on Mood States of Children and Adolescents during the First Lockdown in Greece. Healthcare 2022, 10, 149. In Healthcare (Vol. 10, No. 4, p. 657). MDPI. (2022)
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