Ioannis Kakkos

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 13

Top Topics

Functional Connectivity

Functional Magnetic Resonance Imaging

Machine Learning

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Olympia Giannakopoulou, Ioannis Kakkos, Georgios N. Dimitrakopoulos, Marilena Tarousi, Yu Sun, Anastasios Bezerianos, Dimitrios D. Koutsouris, George K. Matsopoulos
Individual Variability in Brain Connectivity Patterns and Driving-Fatigue Dynamics. Sensors 24 (12) (2024)
S. V. Kallivokas, L. Kontaxis, Ioannis Kakkos, D. Deligianni, V. Kostopoulos, Matsopoulos K. Matsopoulos
A computational and experimental mechanical study of nanocomposites for 3D printed scaffolds with a new geometry. EMBC (2023)
Zhao Feng, Sujie Wang, Linze Qian, Mengru Xu, Kuijun Wu, Ioannis Kakkos, Cuntai Guan, Yu Sun
μ-STAR: A novel framework for spatio-temporal M/EEG source imaging optimized by microstates. NeuroImage 282 (2023)
Vaia I. Kontopoulou, Athanasios D. Panagopoulos, Ioannis Kakkos, George K. Matsopoulos
A Review of ARIMA vs. Machine Learning Approaches for Time Series Forecasting in Data Driven Networks. Future Internet 15 (8) (2023)
Peng Qi, Xiaobing Zhang, Ioannis Kakkos, Kuijun Wu, Sujie Wang, Jingjia Yuan, Lingyun Gao, George K. Matsopoulos, Yu Sun
Individualized Prediction of Task Performance Decline Using Pre-Task Resting-State Functional Connectivity. IEEE J. Biomed. Health Informatics 27 (10) (2023)
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
Inferring the Individual Psychopathologic Deficits With Structural Connectivity in a Longitudinal Cohort of Schizophrenia. IEEE J. Biomed. Health Informatics 26 (6) (2022)
Ioannis Kakkos, Georgios N. Dimitrakopoulos, Yi Sun, Jingjia Yuan, George K. Matsopoulos, Anastasios Bezerianos, Yu Sun
EEG Fingerprints of Task-Independent Mental Workload Discrimination. IEEE J. Biomed. Health Informatics 25 (10) (2021)
Aikaterini Karampasi, Ioannis Kakkos, Stavros Theofanis Miloulis, Ioannis Zorzos, Georgios N. Dimitrakopoulos, Kostakis Gkiatis, Panteleimon Asvestas, George K. Matsopoulos
A Machine Learning fMRI Approach in the Diagnosis of Autism. IEEE BigData (2020)
Ioannis Kakkos, Errikos M. Ventouras, Pantelis A. Asvestas, Irene S. Karanasiou, George K. Matsopoulos
A condition-independent framework for the classification of error-related brain activity. Medical Biol. Eng. Comput. 58 (3) (2020)
Stavros Theofanis Miloulis, Ioannis Kakkos, Georgios N. Dimitrakopoulos, Yu Sun, Irene S. Karanasiou, Panteleimon Asvestas, Errikos-Chaim Ventouras, George K. Matsopoulos
Evaluating Memory and Cognition via a Wearable EEG System: A Preliminary Study. MobiHealth (2020)
Jingwen Chai, Gong Chen, Pavithra Thangavel, Georgios N. Dimitrakopoulos, Ioannis Kakkos, Yu Sun, Zhongxiang Dai, Haoyong Yu, Nitish V. Thakor, Anastasios Bezerianos, Junhua Li
Identification of gait-related brain activity using electroencephalographic signals. NER (2017)
Georgios N. Dimitrakopoulos, Ioannis Kakkos, Aristidis G. Vrahatis, Kyriakos N. Sgarbas, Junhua Li, Yu Sun, Anastasios Bezerianos
Driving Mental Fatigue Classification Based on Brain Functional Connectivity. EANN (2017)
Georgios N. Dimitrakopoulos, Ioannis Kakkos, Nitish V. Thakor, Anastasios Bezerianos, Yu Sun
A mental fatigue index based on regression using mulitband EEG features with application in simulated driving. EMBC (2017)