Mental Workload Drives Different Reorganizations of Functional Cortical Connectivity Between 2D and 3D Simulated Flight Experiments
Kakkos, Ioannis, Dimitrakopoulos, Georgios N., Gao, Lingyun, Zhang, Yuan, Qi, Peng, Matsopoulos, George K., Thakor, Nitish, Bezerianos, Anastasios, Sun, Yu
Published in IEEE transactions on neural systems and rehabilitation engineering (01.09.2019)
Published in IEEE transactions on neural systems and rehabilitation engineering (01.09.2019)
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Journal Article
EEG Fingerprints of Task-Independent Mental Workload Discrimination
Kakkos, Ioannis, Dimitrakopoulos, Georgios N., Sun, Yi, Yuan, Jingjia, Matsopoulos, George K., Bezerianos, Anastasios, Sun, Yu
Published in IEEE journal of biomedical and health informatics (01.10.2021)
Published in IEEE journal of biomedical and health informatics (01.10.2021)
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Journal Article
Individual Variability in Brain Connectivity Patterns and Driving-Fatigue Dynamics
Giannakopoulou, Olympia, Kakkos, Ioannis, Dimitrakopoulos, Georgios N, Tarousi, Marilena, Sun, Yu, Bezerianos, Anastasios, Koutsouris, Dimitrios D, Matsopoulos, George K
Published in Sensors (Basel, Switzerland) (01.06.2024)
Published in Sensors (Basel, Switzerland) (01.06.2024)
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Journal Article
A Decision Support System for the Identification of Metastases of Metastatic Melanoma Using Whole-Body FDG PET/CT Images
Vagenas, Theodoros P., Economopoulos, Theodore L., Sachpekidis, Christos, Dimitrakopoulou-Strauss, Antonia, Pan, Leyun, Provata, Astero, Matsopoulos, George K.
Published in IEEE journal of biomedical and health informatics (01.03.2023)
Published in IEEE journal of biomedical and health informatics (01.03.2023)
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Journal Article
Individualized Prediction of Task Performance Decline Using Pre-Task Resting-State Functional Connectivity
Qi, Peng, Zhang, Xiaobing, Kakkos, Ioannis, Wu, Kuijun, Wang, Sujie, Yuan, Jingjia, Gao, Lingyun, Matsopoulos, George K., Sun, Yu
Published in IEEE journal of biomedical and health informatics (01.10.2023)
Published in IEEE journal of biomedical and health informatics (01.10.2023)
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Journal Article
Assessment of dynamic functional connectivity in resting‐state fMRI using the sliding window technique
Savva, Antonis D., Mitsis, Georgios D., Matsopoulos, George K.
Published in Brain and behavior (01.04.2019)
Published in Brain and behavior (01.04.2019)
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Journal Article
Multi-Graph Assessment of Temporal and Extratemporal Lobe Epilepsy in Resting-State fMRI
Amoiridou, Dimitra, Gkiatis, Kostakis, Kakkos, Ioannis, Garganis, Kyriakos, Matsopoulos, George K
Published in Applied sciences (01.09.2024)
Published in Applied sciences (01.09.2024)
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Journal Article
Inferring the Individual Psychopathologic Deficits With Structural Connectivity in a Longitudinal Cohort of Schizophrenia
Sun, Yi, Zhang, Zhe, Kakkos, Ioannis, Matsopoulos, George K., Yuan, Jingjia, Suckling, John, Xu, Luoyi, Cao, Shuxia, Chen, Wenjuan, Hu, Xingyue, Li, Tao, Sim, Kang, Qi, Peng, Sun, Yu
Published in IEEE journal of biomedical and health informatics (01.06.2022)
Published in IEEE journal of biomedical and health informatics (01.06.2022)
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Journal Article
Early Prediction of Planning Adaptation Requirement Indication Due to Volumetric Alterations in Head and Neck Cancer Radiotherapy: A Machine Learning Approach
Iliadou, Vasiliki, Kakkos, Ioannis, Karaiskos, Pantelis, Kouloulias, Vassilis, Platoni, Kalliopi, Zygogianni, Anna, Matsopoulos, George K.
Published in Cancers (22.07.2022)
Published in Cancers (22.07.2022)
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Journal Article
Independent component analysis: a reliable alternative to general linear model for task-based fMRI
Gkiatis, Kostakis, Garganis, Kyriakos, Karanasiou, Irene, Chatzisotiriou, Athanasios, Zountsas, Basilios, Kondylidis, Nikolaos, Matsopoulos, George K.
Published in Frontiers in psychiatry (16.08.2023)
Published in Frontiers in psychiatry (16.08.2023)
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Journal Article
A Multidimensional Framework Incorporating 2D U-Net and 3D Attention U-Net for the Segmentation of Organs from 3D Fluorodeoxyglucose-Positron Emission Tomography Images
Vezakis, Andreas, Vezakis, Ioannis, Vagenas, Theodoros P., Kakkos, Ioannis, Matsopoulos, George K.
Published in Electronics (Basel) (05.09.2024)
Published in Electronics (Basel) (05.09.2024)
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Journal Article
Development of Machine-Learning Models for Tinnitus-Related Distress Classification Using Wavelet-Transformed Auditory Evoked Potential Signals and Clinical Data
Manta, Ourania, Sarafidis, Michail, Schlee, Winfried, Mazurek, Birgit, Matsopoulos, George K, Koutsouris, Dimitrios D
Published in Journal of clinical medicine (04.06.2023)
Published in Journal of clinical medicine (04.06.2023)
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Journal Article
MARGINAL: An Automatic Classification of Variants in BRCA1 and BRCA2 Genes Using a Machine Learning Model
Karalidou, Vasiliki, Kalfakakou, Despoina, Papathanasiou, Athanasios, Fostira, Florentia, Matsopoulos, George K
Published in Biomolecules (Basel, Switzerland) (24.10.2022)
Published in Biomolecules (Basel, Switzerland) (24.10.2022)
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