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 | 22 | 2021 |
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 | 21 | 2022 |
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 | 16 | 2021 |
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 | 8 | 2020 |
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 | 7 | 2021 |
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 | 4 | 2024 |
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 | 4 | 2023 |
Classification of FMRI resting-state maps using machine learning techniques: A comparative study I Gallos, C Siettos AIP Conference Proceedings 1906 (1), 2017 | 3 | 2017 |
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 |