Ioannis Kakkos
Ioannis Kakkos
Department of Electrical and Computing Engineering, National Technical University of Athens, Zografos, 15773, Athens, Greece.
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Functional connectivity analysis of mental fatigue reveals different network topological alterations between driving and vigilance tasks
GN Dimitrakopoulos, I Kakkos, Z Dai, H Wang, K Sgarbas, N Thakor, ...
IEEE transactions on neural systems and rehabilitation engineering 26 (4 …, 2018
Task-independent mental workload classification based upon common multi-band EEG cortical connectivity
G Dimitrakopoulos, I Kakkos, Z Dai, J Lim, A Bezerianos, SUN Yu
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2017
Mental workload drives different reorganizations of functional cortical connectivity between 2D and 3D simulated flight experiments
I Kakkos, GN Dimitrakopoulos, L Gao, Y Zhang, P Qi, GK Matsopoulos, ...
IEEE Transactions on Neural Systems and Rehabilitation Engineering 27 (9 …, 2019
EEG fingerprints of task-independent mental workload discrimination
I Kakkos, GN Dimitrakopoulos, Y Sun, J Yuan, GK Matsopoulos, ...
IEEE Journal of Biomedical and Health Informatics 25 (10), 3824-3833, 2021
Neuroprotective assessment of prolonged local hypothermia post contusive spinal cord injury in rodent model
DBL Teh, SM Chua, A Prasad, I Kakkos, W Jiang, M Yue, X Liu, AH All
The Spine Journal 18 (3), 507-514, 2018
Advances in Electrical Source Imaging: A Review of the Current Approaches, Applications and Challenges
I Zorzos, I Kakkos, E Ventouras, G Matsopoulos
Signals 2 (3), 378-391, 2021
A mental fatigue index based on regression using mulitband EEG features with application in simulated driving
GN Dimitrakopoulos, I Kakkos, NV Thakor, A Bezerianos, Y Sun
2017 39th Annual International Conference of the IEEE Engineering in …, 2017
A condition-independent framework for the classification of error-related brain activity
I Kakkos, EM Ventouras, PA Asvestas, IS Karanasiou, GK Matsopoulos
Medical & Biological Engineering & Computing 58, 573-587, 2020
Driving mental fatigue classification based on brain functional connectivity
GN Dimitrakopoulos, I Kakkos, AG Vrahatis, K Sgarbas, J Li, Y Sun, ...
Engineering Applications of Neural Networks: 18th International Conference …, 2017
Identification of gait-related brain activity using electroencephalographic signals
J Chai, G Chen, P Thangavel, GN Dimitrakopoulos, I Kakkos, Y Sun, Z Dai, ...
2017 8th International IEEE/EMBS Conference on Neural Engineering (NER), 548-551, 2017
A machine learning fMRI approach in the diagnosis of autism
A Karampasi, I Kakkos, ST Miloulis, I Zorzos, GN Dimitrakopoulos, ...
2020 IEEE International Conference on Big Data (Big Data), 3628-3631, 2020
Progress of brain network studies on anesthesia and consciousness: Framework and clinical applications
J Liu, K Dong, Y Sun, I Kakkos, F Huang, G Wang, P Qi, X Chen, D Zhang, ...
Engineering, 2021
Human–machine interfaces for motor rehabilitation
I Kakkos, ST Miloulis, K Gkiatis, GN Dimitrakopoulos, GK Matsopoulos
Advanced Computational Intelligence in Healthcare-7: Biomedical Informatics …, 2020
Informative biomarkers for autism spectrum disorder diagnosis in functional magnetic resonance imaging data on the default mode network
AS Karampasi, AD Savva, VC Korfiatis, I Kakkos, GK Matsopoulos
Applied Sciences 11 (13), 6216, 2021
Early Prediction of Planning Adaptation Requirement Indication Due to Volumetric Alterations in Head and Neck Cancer Radiotherapy: A Machine Learning Approach
V Iliadou, I Kakkos, P Karaiskos, V Kouloulias, K Platoni, A Zygogianni, ...
Cancers 14 (15), 3573, 2022
Application of artificial intelligence towards successful ageing: A holistic approach
ST Miloulis, I Kakkos, A Anastasiou, GK Matsopoulos, D Koutsouris
Modern Challenges and Approaches to Humanitarian Engineering, 172-193, 2022
Stimulus Effects on Subject-Specific BCI Classification Training using Motor Imagery
ST Miloulis, I Kakkos, A Karampasi, I Zorzos, EC Ventouras, ...
2021 International Conference on e-Health and Bioengineering (EHB), 1-4, 2021
Effects of Inaccurate Identification of Interictal Epileptiform Discharges in Concurrent EEG-fMRI
K Gkiatis, K Bromis, I Kakkos, IS Karanasiou, GK Matsopoulos, ...
Journal of Physics: Conference Series 931 (1), 012042, 2017
Brain functional connectivity in small cell lung cancer population after chemotherapy treatment: An ICA fMRI study
K Bromis, I Kakkos, K Gkiatis, IS Karanasiou, GK Matsopoulos
Journal of Physics: Conference Series 931 (1), 012041, 2017
Applying Neural Networks with Time-Frequency Features for the Detection of Mental Fatigue
I Zorzos, I Kakkos, ST Miloulis, A Anastasiou, EM Ventouras, ...
Applied Sciences 13 (3), 1512, 2023
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