Radiotranscriptomics of non-small cell lung carcinoma for assessing high-level clinical outcomes using a machine learning-derived multi-modal signature.

Autor: Trivizakis E; Computational Biomedicine Laboratory (CBML), Foundation for Research and Technology Hellas (FORTH), 70013, Heraklion, Greece. trivizakis@ics.forth.gr.; Medical School, University of Crete, 71003, Heraklion, Greece. trivizakis@ics.forth.gr., Koutroumpa NM; Medical School, University of Crete, 71003, Heraklion, Greece.; School of Electrical and Computer Engineering, Technical University of Crete, 73100, Chania, Greece., Souglakos J; Laboratory of Translational Oncology, Medical School, University of Crete, 71003, Heraklion, Greece.; Department of Medical Oncology, University Hospital of Heraklion, 71500, Heraklion, Greece., Karantanas A; Computational Biomedicine Laboratory (CBML), Foundation for Research and Technology Hellas (FORTH), 70013, Heraklion, Greece.; Department of Radiology, Medical School, University of Crete, 71003, Heraklion, Greece., Zervakis M; School of Electrical and Computer Engineering, Technical University of Crete, 73100, Chania, Greece., Marias K; Computational Biomedicine Laboratory (CBML), Foundation for Research and Technology Hellas (FORTH), 70013, Heraklion, Greece.; Department of Electrical and Computer Engineering, Hellenic Mediterranean University, 71410, Heraklion, Greece.

Publikováno v: Biomedical engineering online [Biomed Eng Online] 2023 Dec 15; Vol. 22 (1), pp. 125. Date of Electronic Publication: 2023 Dec 15.

Intertrial coherence and causal interaction among independent EEG components

Autor: Zervakis, M., Michalopoulos, K., Iordanidou, V., Sakkalis, V.

Publikováno v: In Journal of Neuroscience Methods 30 April 2011 197(2):302-314

Time–frequency analysis methods to quantify the time-varying microstructure of sleep EEG spindles: Possibility for dementia biomarkers?

Autor: Ktonas, P.Y., Golemati, S., Xanthopoulos, P., Sakkalis, V., Ortigueira, M.D., Tsekou, H., Zervakis, M., Paparrigopoulos, T., Bonakis, A., Economou, N.T., Theodoropoulos, P., Papageorgiou, S.G., Vassilopoulos, D., Soldatos, C.R.

Publikováno v: In Journal of Neuroscience Methods 15 December 2009 185(1):133-142

EEG Source Analysis with a Convolutional Neural Network and Finite Element Analysis.

Autor: Delatolas T, Antonakakis M, Wolters CH, Zervakis M

Publikováno v: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference [Annu Int Conf IEEE Eng Med Biol Soc] 2023 Jul; Vol. 2023, pp. 1-4.

Chronic Mild Traumatic Brain Injury: Aberrant Static and Dynamic Connectomic Features Identified Through Machine Learning Model Fusion.

Autor: Simos NJ; Computational Bio-Medicine Laboratory, Institute of Computer Science, Foundation for Research and Technology-Hellas, 70013, Heraklion, Greece., Manolitsi K; Department of Neurosurgery, School of Medicine & University Hospital of Heraklion, University of Crete, Crete, Greece.; Department of Psychiatry, School of Medicine & University Hospital of Heraklion, University of Crete, Crete, Greece., Luppi AI; Division of Anaesthesia, School of Clinical Medicine, University of Cambridge, Addenbrooke's Hospital, Hills Rd, CB2 0SP, Cambridge, UK.; Department of Clinical Neurosciences, School of Clinical Medicine, University of Cambridge, Addenbrooke's Hospital, Hills Rd, CB2 0SP, Cambridge, UK., Kagialis A; Department of Psychiatry, School of Medicine & University Hospital of Heraklion, University of Crete, Crete, Greece., Antonakakis M; Digital Image and Signal Processing Laboratory, School of Electrical and Computer Engineering, Technical University of Crete, Chania, Greece., Zervakis M; Digital Image and Signal Processing Laboratory, School of Electrical and Computer Engineering, Technical University of Crete, Chania, Greece., Antypa D; Department of Psychiatry, School of Medicine & University Hospital of Heraklion, University of Crete, Crete, Greece., Kavroulakis E; Department of Radiology, School of Medicine & University Hospital of Heraklion, University of Crete, Crete, Greece., Maris TG; Computational Bio-Medicine Laboratory, Institute of Computer Science, Foundation for Research and Technology-Hellas, 70013, Heraklion, Greece.; Department of Radiology, School of Medicine & University Hospital of Heraklion, University of Crete, Crete, Greece., Vakis A; Department of Neurosurgery, School of Medicine & University Hospital of Heraklion, University of Crete, Crete, Greece., Stamatakis EA; Division of Anaesthesia, School of Clinical Medicine, University of Cambridge, Addenbrooke's Hospital, Hills Rd, CB2 0SP, Cambridge, UK. eas46@cam.ac.uk.; Department of Clinical Neurosciences, School of Clinical Medicine, University of Cambridge, Addenbrooke's Hospital, Hills Rd, CB2 0SP, Cambridge, UK. eas46@cam.ac.uk., Papadaki E; Computational Bio-Medicine Laboratory, Institute of Computer Science, Foundation for Research and Technology-Hellas, 70013, Heraklion, Greece.; Department of Radiology, School of Medicine & University Hospital of Heraklion, University of Crete, Crete, Greece.

Publikováno v: Neuroinformatics [Neuroinformatics] 2023 Apr; Vol. 21 (2), pp. 427-442. Date of Electronic Publication: 2022 Dec 02.