Author

Ioanna Rannou

Institution: Panteion University

Observed institutions: Panteion University, National and Kapodistrian University of Athens, University Mental Health Research Institute

ORCID: 0000-0001-5786-1838

Observed ORCID: 0000-0001-5786-1838

OpenAlex ID: A5008931040

An Explainable Machine Learning Approach for COVID-19’s Impact on Mood States of Children and Adolescents during the First Lockdown in Greece

2022 · Charis Ntakolia, Dimitrios Priftis, et al. · Healthcare · 25

Interpretable Machine Learning approach for predicting clinically significant suicide risk: A case study of patients with major depressive disorder in Greece

2025 · Charis Ntakolia, Vasiliki Yotsidi, et al. · Psychiatry Research · 14

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

2022 · Charis Ntakolia, Dimitrios Priftis, et al. · BioMedInformatics · 6

Suicidality and self-compassion in patients with major depressive disorder: the mediating role of the avoidant attachment type

2024 · Vasiliki Yotsidi, Charis Ntakolia, et al. · Research in Psychotherapy Psychopathology Process and Outcome · 3

Correction: Ntakolia et al. 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

2022 · Charis Ntakolia, Dimitrios Priftis, et al. · Healthcare · 1

Works count: 5

Citation count: 49

H-index: 3

I10-index: 2