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Digital Image and Signal Processing Laboratory

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 1-15 out of 132 results
1 Afroditi Kolomvaki, "EEG source localization on different realistic brain anatomies using deep learning techniques", Diploma Work, School of Electrical and Computer Engineering, Technical University of Crete, Chania, Greece, 20242024-06-12
2 Konstantinos Dimopoulos, "Photovoltaic panel inspection using deep learning systems on unmanned aerial vehicle based images", Diploma Work, School of Electrical and Computer Engineering, Technical University of Crete, Chania, Greece, 20242024-05-15
3 N. G. Bourbakis, K. Michalopoulos, M. Antonakakis and M. Zervakis, “A new multi-resolution approach to EEG brain modeling using local-global graphs and stochastic petri-nets,” Int. J. Neur. Syst., vol. 32, no. 5, May 2022, doi: 10.1142/S012906572250006X.2024-04-22
4 K. Apostolidis, V. Mezaris, M. Papadogiorgaki, E. S. Bei, G. Livanos and M. E. Zervakis, “Content and other resources recommendations for individuals with intellectual disability: a review”, Electronics, vol. 11, no. 21, Oct. 2022, doi: 10.3390/electronics11213472.2024-04-11
5 Aikaterini Tsellou, "Aerial video inspection of Greek power lines structures using machine learning techniques", Master Thesis, School of Electrical and Computer Engineering, Technical University of Crete, Chania, Greece, 20242024-03-27
6 Sotirios Kavvouras, "Magnetoencephalogram analysis of subjects with mild head injuries using multilevel connectivity networks and graph neural networks", Diploma Work, School of Electrical and Computer Engineering, Technical University of Crete, Chania, Greece, 20242024-03-15
7 Christina-Dionysia Panou, "Next-day Bitcoin price forecasting using time series models", Diploma Work, School of Electrical and Computer Engineering, Technical University of Crete, Chania, Greece, 20242024-03-14
8 Alexandra Tsipouraki, "Analysis of electroencephalography in epilepsy after transcranial brain stimulation using connectivity models and machine learning", Diploma Work, School of Electrical and Computer Engineering, Technical University of Crete, Chania, Greece, 20242024-03-13
9 N. J. Simos, K. Manolitsi, A. I. Luppi, A. Kagialis, M. Antonakakis, M. Zervakis, D. Antypa, E. Kavroulakis, T. G. Maris, A. Vakis, E. A. Stamatakis and E. Papadaki “Chronic mild Traumatic Brain Injury: aberrant static and dynamic connectomic features identified through machine learning model fusion,” Neuroinform., vol. 21, no. 2, pp. 427–442, Apr. 2023, doi: 10.1007/s12021-022-09615-1.2024-03-04
10 E. Papadaki, N. J. Simos, E. Kavroulakis, G. Bertsias, D. Antypa, A. Fanouriakis, T. Maris, P. Sidiropoulos and D. T. Boumpas “Converging evidence of impaired brain function in systemic lupus erythematosus: changes in perfusion dynamics and intrinsic functional connectivity,” Neuroradiology, vol. 64, no. 8, pp. 1593–1604, Aug. 2022, doi: 10.1007/s00234-022-02924-x.2024-03-04
11 G. Giannakakis, K. Makantasis, K. Giannakaki, M. Zervakis, and P. Vorgia, “Detection of focal epileptic seizures on EEG signals using the CSP algorithm,” Epilepsia, vol. 63, no. S2, pp. 107, Sep. 2022, doi: 10.1111/epi.17388.2024-02-26
12 Georgios Noikos, "Machine learning to develop a model that will predict early impending sepsis in neurosurgical patients", Diploma Work, School of Electrical and Computer Engineering, Technical University of Crete, Chania, Greece, 20232023-10-18
13 F. Neugebauer, M. Antonakakis, K. Unnwongse, Y. Parpaley, J. Wellmer, S. Rampp, and C. H. Wolters, “Validating EEG, MEG and combined MEG and EEG beamforming for an estimation of the epileptogenic zone in focal cortical dysplasia,” Brain Sci., vol. 12, no. 1, Jan. 2022, doi: 10.3390/brainsci12010114.2023-09-22
14 K. Kumar-Singh, S. Kumar, M. Antonakakis, K. Moirogiorgou, A. Deep, K. L. Kashyap, M. K. Bajpai, and M. Zervakis, “Deep learning capabilities for the categorization of microcalcification,” Int. J. Environ. Res. Public Health, vol. 19, no. 4, Feb. 2022, doi: 10.3390/ijerph19042159.2023-09-14
15 Emmanouil Zachariadis, "Wildforest fire detection using deep learning and fusion techniques on aerial image datasets ", Diploma Work, School of Electrical and Computer Engineering, Technical University of Crete, Chania, Greece, 20232023-08-22
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