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Ioannis K. Gallos
Ioannis K. Gallos
Other namesIoannis Gallos, Ιωάννης Κ. Γάλλος
Senior Researcher, Institute of Communication and Computer Systems/ NTUA
Verified email at iccs.gr
Title
Cited by
Cited by
Year
Construction of embedded fMRI resting-state functional connectivity networks using manifold learning
IK Gallos, E Galaris, CI Siettos
Cognitive neurodynamics 15 (4), 585-608, 2021
222021
Numerical bifurcation analysis of pdes from lattice Boltzmann model simulations: a parsimonious machine learning approach
E Galaris, G Fabiani, I Gallos, I Kevrekidis, C Siettos
Journal of Scientific Computing 92 (2), 34, 2022
212022
ISOMAP and machine learning algorithms for the construction of embedded functional connectivity networks of anatomically separated brain regions from resting state fMRI data of …
IK Gallos, K Gkiatis, GK Matsopoulos, C Siettos
AIMS neuroscience 8 (2), 295, 2021
162021
Electroencephalography source localization analysis in epileptic children during a visual working‐memory task
E Galaris, I Gallos, I Myatchin, L Lagae, C Siettos
International Journal for Numerical Methods in Biomedical Engineering 36 (12 …, 2020
82020
The relation of integrated psychological therapy to resting state functional brain connectivity networks in patients with schizophrenia
IK Gallos, L Mantonakis, E Spilioti, E Kattoulas, E Savvidou, E Anyfandi, ...
Psychiatry Research 306, 114270, 2021
72021
Data-driven modelling of brain activity using neural networks, diffusion maps, and the Koopman operator
IK Gallos, D Lehmberg, F Dietrich, C Siettos
Chaos: An Interdisciplinary Journal of Nonlinear Science 34 (1), 2024
42024
Advancing Colorectal Cancer Diagnosis with AI-Powered Breathomics: Navigating Challenges and Future Directions
IK Gallos, D Tryfonopoulos, G Shani, A Amditis, H Haick, DD Dionysiou
Diagnostics 13 (24), 3673, 2023
42023
Classification of FMRI resting-state maps using machine learning techniques: A comparative study
I Gallos, C Siettos
AIP Conference Proceedings 1906 (1), 2017
32017
Ανάπτυξη υπολογιστικών μεθόδων εκμάθησης μη γραμμικών πολλαπλοτήτων και αιτιότητας, για την αναγωγή της δυναμικής και τη διερεύνηση της διασυνδεσιμότητας μεγάλης κλίμακας …
Ι Γάλλος Κ
2022
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