Ioannis Kakkos - Publications

EEG Connectivity Signatures in Active vs. Passive Mental Fatigue Settings.

Journal: IEEE journal of biomedical and health informatics

Published: June 25, 2026

Organ Segmentation with Machine Learning Models.

Journal: Journal of imaging

Published: May 26, 2026

Self-Supervised Pre-Training with Intensity Guided Masking for Enhanced Aorta Segmentation in CT.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 03, 2025

Brain Volume Correlations and Machine Learning Classification in Epilepsy Diagnosis.

Journal: Advances in experimental medicine and biology

Published: November 22, 2025

Deep Learning Discrimination for BCI Implementation Using 3D Convolutional Neural Network and EEG Topographic Maps.

Journal: Advances in experimental medicine and biology

Published: November 22, 2025

A Machine Learning Framework for Automatic Cognitive Task Classification Using Dry Electrode EEG Data.

Journal: Advances in experimental medicine and biology

Published: November 18, 2025

Trochlear Nerve Palsy: A Systematic Review of Etiologies and Diagnostic Insights.

Journal: Diagnostics (Basel, Switzerland)

Published: September 19, 2025

Dynamic temporal patterns of DMN connectivity in epilepsy using hidden (semi-) Markov models.

Journal: Cognitive neurodynamics

Published: July 16, 2025

Explaining E/MEG Source Imaging and Beyond: An Updated Review.

Journal: IEEE journal of biomedical and health informatics

Published: July 11, 2025

Multimodal brain network analysis reveals divergent dysconnectivity patterns during mental fatigue: A concurrent EEG-fMRI study.

Journal: Brain research bulletin

Published: June 18, 2025

Behavioral Change Through Serious Gaming Approaches for Childhood Obesity Interventions.

Journal: Studies in health technology and informatics

Published: May 17, 2025

FBCPM: A Filter Bank Connectome-Based Predictive Modeling Framework for EEG Signals.

Journal: IEEE journal of biomedical and health informatics

Published: March 24, 2025