Ioannis Kakkos

21 papers B 1C 1Journal 12Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
A feasible machine learning framework for diagnosing stroke patients versus mimic conditions incorporating extracellular vesicle characterization and EHR features fusion.
Netw. Model. Anal. Health Informatics Bioinform.
Vasileios E. Katsigiannis, Ioannis Kakkos, Stavros Theofanis Miloulis, Ioannis A. Vezakis, Ourania Petropoulou, Joyce Rops, Naomi C. Buntsma, Edwin van der Pol, Dimitrios I. Fotiadis, George K. Matsopoulos
2025 J jnl
Brain Network Reorganization in Response to Multilevel Mental Workload in Simulated Flight Tasks.
IEEE Trans. Cogn. Dev. Syst.
Kuijun Wu, Jingjia Yuan, Xianliang Ge, Ioannis Kakkos, Linze Qian, Sujie Wang, Yamei Yu, Chuantao Li, Yu Sun
2025 J jnl
Explaining E/MEG Source Imaging and Beyond: An Updated Review.
IEEE J. Biomed. Health Informatics
Zhao Feng, Ioannis Kakkos, George K. Matsopoulos, Cuntai Guan, Yu Sun
2025 J jnl
FBCPM: A Filter Bank Connectome-Based Predictive Modeling Framework for EEG Signals.
IEEE J. Biomed. Health Informatics
Linze Qian, Sujie Wang, Ioannis Kakkos, Xiaoyu Li, Xinyi Xu, Mengru Xu, George K. Matsopoulos, Yi Sun, Jianhua Li, Chuantao Li, Yu Sun
2025 B conf
Feature-Level Explainability in EEG-Based Fatigue Detection Using LASSO and Functional Connectivity.
IEEE Big Data
Stavros Theofanis Miloulis, Ioannis Kakkos, Christina Kaliampakou, Ioannis Zorzos, Georgios N. Dimitrakopoulos, Ioannis A. Vezakis, Ioannis N. Kouris, Athanasios Anastasiou, George K. Matsopoulos
2025 J jnl
Rad-EfficientNet: Improving Breast MRI Diagnosis Through Integration of Radiomics and Deep Learning.
IEEE J. Biomed. Health Informatics
Konstantinos Georgas, Ioannis A. Vezakis, Ioannis Kakkos, Anastasia Natalia Douma, Evangelia Panourgias, Lia A. Moulopoulos, George K. Matsopoulos
2025 — conf
Symphy-Ten: A Hybrid Deep Learning Model for Automated Whole Spine Bone Marrow Segmentation in Whole-Body MRI.
ICECET
George G. Botis, Theodoros Panagiotis Vagenas, Nikolas Robotis, Ioannis Kakkos, Vassilis Koutoulidis, Lia Angela Moulopoulos, Dimitris Koutsouris, George K. Matsopoulos
2024 J jnl
Individual Variability in Brain Connectivity Patterns and Driving-Fatigue Dynamics.
Sensors
Olympia Giannakopoulou, Ioannis Kakkos, Georgios N. Dimitrakopoulos, Marilena Tarousi, Yu Sun, Anastasios Bezerianos, Dimitrios D. Koutsouris, George K. Matsopoulos
2023 J jnl
A Review of ARIMA vs. Machine Learning Approaches for Time Series Forecasting in Data Driven Networks.
Future Internet
Vaia I. Kontopoulou, Athanasios D. Panagopoulos, Ioannis Kakkos, George K. Matsopoulos
2023 — conf
A computational and experimental mechanical study of nanocomposites for 3D printed scaffolds with a new geometry.
EMBC
Spyridon V. Kallivokas, Lykouros C. Kontaxis, Ioannis Kakkos, Deligianni Deligianni, Vassilis Kostopoulos, Matsopoulos K. Matsopoulos
2023 J jnl
Individualized Prediction of Task Performance Decline Using Pre-Task Resting-State Functional Connectivity.
IEEE J. Biomed. Health Informatics
Peng Qi, Xiaobing Zhang, Ioannis Kakkos, Kuijun Wu, Sujie Wang, Jingjia Yuan, Lingyun Gao, George K. Matsopoulos, Yu Sun
2023 J jnl
μ-STAR: A novel framework for spatio-temporal M/EEG source imaging optimized by microstates.
NeuroImage
Zhao Feng, Sujie Wang, Linze Qian, Mengru Xu, Kuijun Wu, Ioannis Kakkos, Cuntai Guan, Yu Sun
2022 J jnl
Inferring the Individual Psychopathologic Deficits With Structural Connectivity in a Longitudinal Cohort of Schizophrenia.
IEEE J. Biomed. Health Informatics
Yi Sun, Zhe Zhang, Ioannis Kakkos, George K. Matsopoulos, Jingjia Yuan, John Suckling, Luoyi Xu, Shuxia Cao, Wenjuan Chen, Xingyue Hu, Tao Li, Kang Sim, Peng Qi, Yu Sun
2021 J jnl
EEG Fingerprints of Task-Independent Mental Workload Discrimination.
IEEE J. Biomed. Health Informatics
Ioannis Kakkos, Georgios N. Dimitrakopoulos, Yi Sun, Jingjia Yuan, George K. Matsopoulos, Anastasios Bezerianos, Yu Sun
2020 — conf
A Machine Learning fMRI Approach in the Diagnosis of Autism.
IEEE BigData
Aikaterini Karampasi, Ioannis Kakkos, Stavros Theofanis Miloulis, Ioannis Zorzos, Georgios N. Dimitrakopoulos, Kostakis Gkiatis, Panteleimon Asvestas, George K. Matsopoulos
2020 J jnl
A condition-independent framework for the classification of error-related brain activity.
Medical Biol. Eng. Comput.
Ioannis Kakkos, Errikos M. Ventouras, Pantelis A. Asvestas, Irene S. Karanasiou, George K. Matsopoulos
2020 — conf
Evaluating Memory and Cognition via a Wearable EEG System: A Preliminary Study.
MobiHealth
Stavros Theofanis Miloulis, Ioannis Kakkos, Georgios N. Dimitrakopoulos, Yu Sun, Irene S. Karanasiou, Panteleimon Asvestas, Errikos-Chaim Ventouras, George K. Matsopoulos
2020 — ch.
Human-Machine Interfaces for Motor Rehabilitation.
Advanced Computational Intelligence in Healthcare (7)
Ioannis Kakkos, Stavros Theofanis Miloulis, Kostakis Gkiatis, Georgios N. Dimitrakopoulos, George K. Matsopoulos
2017 — conf
A mental fatigue index based on regression using mulitband EEG features with application in simulated driving.
EMBC
Georgios N. Dimitrakopoulos, Ioannis Kakkos, Nitish V. Thakor, Anastasios Bezerianos, Yu Sun
2017 C conf
Driving Mental Fatigue Classification Based on Brain Functional Connectivity.
EANN
Georgios N. Dimitrakopoulos, Ioannis Kakkos, Aristidis G. Vrahatis, Kyriakos N. Sgarbas, Junhua Li, Yu Sun, Anastasios Bezerianos
2017 — conf
Identification of gait-related brain activity using electroencephalographic signals.
NER
Jingwen Chai, Gong Chen, Pavithra Thangavel, Georgios N. Dimitrakopoulos, Ioannis Kakkos, Yu Sun, Zhongxiang Dai, Haoyong Yu, Nitish V. Thakor, Anastasios Bezerianos, Junhua Li