Charis Ntakolia

Affiliations

Department of Computer Science and Biomedical Informatics, University of Thessaly, 35131 Lamia, Greece.

ORCID: 0000-0001-9780-9815

Publications (7)

Prediction of Joint Space Narrowing Progression in Knee Osteoarthritis Patients.

Diagnostics (Basel, Switzerland)

Avec: Charis Ntakolia , Christos Kokkotis , Serafeim Moustakidis , Dimitrios Tsaopoulos

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

Healthcare (Basel, Switzerland)

Avec: Charis Ntakolia , Dimitrios E Diamantis , Nikolaos Papandrianos , Serafeim Moustakidis , Elpiniki I Papageorgiou

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

Healthcare (Basel, Switzerland)

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

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

Physical and engineering sciences in medicine

Avec: Christos Kokkotis , Charis Ntakolia , Serafeim Moustakidis , Giannis Giakas , Dimitrios Tsaopoulos

Identification of most important features based on a fuzzy ensemble technique: Evaluation on joint space narrowing progression in knee osteoarthritis patients.

International journal of medical informatics

Avec: Charis Ntakolia , Christos Kokkotis , Serafeim Moustakidis , Dimitrios Tsaopoulos

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

Sensors (Basel, Switzerland)

Avec: Charis Ntakolia , Christos Kokkotis , Patrik Karlsson , Serafeim Moustakidis

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

Scientific reports

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

Réseau de co-auteurs

Serafeim Moustakidis 6 collaborations

Christos Kokkotis 5 collaborations

Dimitrios Tsaopoulos 4 collaborations

Giannis Giakas 2 collaborations

Dimitrios E Diamantis 1 collaboration

Nikolaos Papandrianos 1 collaboration

Elpiniki I Papageorgiou 1 collaboration

Dimitrios Priftis 1 collaboration

Mariana Charakopoulou-Travlou 1 collaboration

Ioanna Rannou 1 collaboration

Konstantina Magklara 1 collaboration

Ioanna Giannopoulou 1 collaboration

Konstantinos Kotsis 1 collaboration

Aspasia Serdari 1 collaboration

Emmanouil Tsalamanios 1 collaboration

Aliki Grigoriadou 1 collaboration

Konstantina Ladopoulou 1 collaboration

Iouliani Koullourou 1 collaboration

Neda Sadeghi 1 collaboration

Georgia O'Callaghan 1 collaboration

Eleni Lazaratou 1 collaboration

Patrik Karlsson 1 collaboration

Themistoklis Tsatalas 1 collaboration

Georgios Chalatsis 1 collaboration

Stylianos Konstadakos 1 collaboration

Michael E Hantes 1 collaboration