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Data-driven modelling of brain activity using neural networks, diffusion maps, and the Koopman operator.
Chaos. 2024 Jan 1;34(1):013151. doi: 10.1063/5.0157881.
Chaos. 2024.
PMID: 38285718
Advancing Colorectal Cancer Diagnosis with AI-Powered Breathomics: Navigating Challenges and Future Directions.
Gallos IK, Tryfonopoulos D, Shani G, Amditis A, Haick H, Dionysiou DD.
Gallos IK, et al.
Diagnostics (Basel). 2023 Dec 15;13(24):3673. doi: 10.3390/diagnostics13243673.
Diagnostics (Basel). 2023.
PMID: 38132257
Free PMC article.
Review.
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The relation of integrated psychological therapy to resting state functional brain connectivity networks in patients with schizophrenia.
Gallos IK, Mantonakis L, Spilioti E, Kattoulas E, Savvidou E, Anyfandi E, Karavasilis E, Kelekis N, Smyrnis N, Siettos CI.
Gallos IK, et al.
Psychiatry Res. 2021 Dec;306:114270. doi: 10.1016/j.psychres.2021.114270. Epub 2021 Nov 2.
Psychiatry Res. 2021.
PMID: 34775295
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Construction of embedded fMRI resting-state functional connectivity networks using manifold learning.
Gallos IK, Galaris E, Siettos CI.
Gallos IK, et al.
Cogn Neurodyn. 2021 Aug;15(4):585-608. doi: 10.1007/s11571-020-09645-y. Epub 2020 Nov 3.
Cogn Neurodyn. 2021.
PMID: 34367362
Free PMC article.
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ISOMAP and machine learning algorithms for the construction of embedded functional connectivity networks of anatomically separated brain regions from resting state fMRI data of patients with Schizophrenia.
Gallos IK, Gkiatis K, Matsopoulos GK, Siettos C.
Gallos IK, et al.
AIMS Neurosci. 2021 Feb 19;8(2):295-321. doi: 10.3934/Neuroscience.2021016. eCollection 2021.
AIMS Neurosci. 2021.
PMID: 33709030
Free PMC article.
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