Works by Ntakolia, Charis

Results: 11

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.

Published in:

BioMedInformatics, 2023, v. 3, n. 4, p. 1040, doi. 10.3390/biomedinformatics3040062

By:

Ntakolia, Charis;
Priftis, Dimitrios;
Kotsis, Konstantinos;
Magklara, Konstantina;
Charakopoulou-Travlou, Mariana;
Rannou, Ioanna;
Ladopoulou, Konstantina;
Koullourou, Iouliani;
Tsalamanios, Emmanouil;
Lazaratou, Eleni;
Serdari, Aspasia;
Grigoriadou, Aliki;
Sadeghi, Neda;
Chiu, Kenny;
Giannopoulou, Ioanna

Publication type:

Article

Explainable machine learning for knee osteoarthritis diagnosis based on a novel fuzzy feature selection methodology.

Published in:

Physical & Engineering Sciences in Medicine, 2022, v. 45, n. 1, p. 219, doi. 10.1007/s13246-022-01106-6

By:

Kokkotis, Christos;
Ntakolia, Charis;
Moustakidis, Serafeim;
Giakas, Giannis;
Tsaopoulos, Dimitrios

Publication type:

Article

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.

Published in:

2022

By:

Ntakolia, Charis;
Priftis, Dimitrios;
Charakopoulou-Travlou, Mariana;
Rannou, Ioanna;
Magklara, Konstantina;
Giannopoulou, Ioanna;
Kotsis, Konstantinos;
Serdari, Aspasia;
Tsalamanios, Emmanouil;
Grigoriadou, Aliki;
Ladopoulou, Konstantina;
Koullourou, Iouliani;
Sadeghi, Neda;
O'Callaghan, Georgia;
Lazaratou, Eleni

Publication type:

Correction Notice

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

Published in:

Healthcare (2227-9032), 2022, v. 10, n. 1, p. 149, doi. 10.3390/healthcare10010149

By:

Ntakolia, Charis;
Priftis, Dimitrios;
Charakopoulou-Travlou, Mariana;
Rannou, Ioanna;
Magklara, Konstantina;
Giannopoulou, Ioanna;
Kotsis, Konstantinos;
Serdari, Aspasia;
Tsalamanios, Emmanouil;
Grigoriadou, Aliki;
Ladopoulou, Konstantina;
Koullourou, Iouliani;
Sadeghi, Neda;
O'Callaghan, Georgia;
Stringaris, Argyris;
Lazaratou, Eleni

Publication type:

Article

A Lightweight Convolutional Neural Network Architecture Applied for Bone Metastasis Classification in Nuclear Medicine: A Case Study on Prostate Cancer Patients.

Published in:

Healthcare (2227-9032), 2020, v. 8, n. 4, p. 493, doi. 10.3390/healthcare8040493

By:

Ntakolia, Charis;
Diamantis, Dimitrios E.;
Papandrianos, Nikolaos;
Moustakidis, Serafeim;
Papageorgiou, Elpiniki I.

Publication type:

Article

Prediction of Joint Space Narrowing Progression in Knee Osteoarthritis Patients.

Published in:

Diagnostics (2075-4418), 2021, v. 11, n. 2, p. 285, doi. 10.3390/diagnostics11020285

By:

Ntakolia, Charis;
Kokkotis, Christos;
Moustakidis, Serafeim;
Tsaopoulos, Dimitrios;
Antani, Sameer

Publication type:

Article

An Explainable Machine Learning Model for Material Backorder Prediction in Inventory Management.

Published in:

Sensors (14248220), 2021, v. 21, n. 23, p. 7926, doi. 10.3390/s21237926

By:

Ntakolia, Charis;
Kokkotis, Christos;
Karlsson, Patrik;
Moustakidis, Serafeim

Publication type:

Article

Leveraging explainable machine learning to identify gait biomechanical parameters associated with anterior cruciate ligament injury.

Published in:

Scientific Reports, 2022, v. 12, n. 1, p. 1, doi. 10.1038/s41598-022-10666-2

By:

Kokkotis, Christos;
Moustakidis, Serafeim;
Tsatalas, Themistoklis;
Ntakolia, Charis;
Chalatsis, Georgios;
Konstadakos, Stylianos;
Hantes, Michael E.;
Giakas, Giannis;
Tsaopoulos, Dimitrios

Publication type:

Article

Path Planning in the Case of Swarm Unmanned Surface Vehicles for Visiting Multiple Targets.

Published in:

Journal of Marine Science & Engineering, 2023, v. 11, n. 4, p. 719, doi. 10.3390/jmse11040719

By:

Ntakolia, Charis;
Lyridis, Dimitrios V.

Publication type:

Article

A Swarm Intelligence Graph-Based Pathfinding Algorithm Based on Fuzzy Logic (SIGPAF): A Case Study on Unmanned Surface Vehicle Multi-Objective Path Planning.

Published in:

Journal of Marine Science & Engineering, 2021, v. 9, n. 11, p. 1243, doi. 10.3390/jmse9111243

By:

Ntakolia, Charis;
Lyridis, Dimitrios V.

Publication type:

Article

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

Published in:

Research in Psychotherapy: Psychopathology, Process & Outcome, 2024, v. 27, n. 3, p. 1, doi. 10.4081/ripppo.2024.826

By:

Yotsidi, Vasiliki;
Ntakolia, Charis;
Rannou, Ioanna;
Stavrou, Pilios-Dimitris;
Ferentinos, Panagiotis;
Douzenis, Athanasios;
Smyrnis, Nikolaos;
Gavriilidou, Efthimia;
Gournellis, Rossetos

Publication type:

Article