Journal Publications

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	1-15 out of 43 results
1	S. A. Athanasiou, E. S. Sergaki, A. A. Polydorou, A. A. Polydorou, G. S. Stavrakakis, N. M. Afentakis, I. O. Vardiambasis, and M. E. Zervakis “Revealing the boundaries of selected gastro-intestinal (GI) organs by implementing CNNs in endoscopic capsule images,” Diagnostics, vol. 13, no. 5, Feb. 2023, doi: 10.3390/diagnostics13050865.	2025-07-14
2	T. N. Papadomanolakis, E. S. Sergaki, A. A. Polydorou, A. G. Krasoudakis, G. N. Makris-Tsalikis, A. A. Polydorou, N. M. Afentakis, S. A. Athanasiou, I. O. Vardiambasis, and M. E. Zervakis, “Tumor diagnosis against other brain diseases using T2 MRI brain images and CNN binary classifier and DWT,” Brain Sci., vol. 13, no. 2, Feb. 2023, doi: 10.3390/brainsci13020348.	2025-07-11
3	E. Trivizakis, N.-M. Koutroumpa, J. Souglakos, A. Karantanas, M. Zervakis and K. Marias, “Radiotranscriptomics of non-small cell lung carcinoma for assessing high-level clinical outcomes using a machine learning-derived multi-modal signature,” BioMed. Eng. OnLine, vol. 22, no. 1, Dec. 2023, doi: 10.1186/s12938-023-01190-z.	2025-07-10
4	A. Dovrou, E. Bei, S. Sfakianakis, K. Marias, N. Papanikolaou and M. Zervakis, “Synergies of radiomics and transcriptomics in lung cancer diagnosis: a pilot study,” Diagnostics, vol. 13, no. 4, Feb. 2023, doi: 10.3390/diagnostics13040738.	2025-06-04
5	A. Tsellou, G. Livanos, D. Ramnalis, V. Polychronos, G. Plokamakis, M. Zervakis, and K. Moirogiorgou, “A UAV intelligent system for greek power lines monitoring,” Sensors, vol. 23, no. 20, Oct. 2023, doi: 10.3390/s23208441.	2025-03-26
6	A. Vogiatzis, S. Orfanoudakis, G. Chalkiadakis, K. Moirogiorgou and M. Zervakis, “Novel meta-learning techniques for the multiclass image classification problem,” Sensors, vol. 23, no. 1, Jan. 2023, doi: 10.3390/s23010009.	2025-02-20
7	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
8	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
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	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
13	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
14	A. Rezaei, J. Lahtinen, F. Neugebauer, M. Antonakakis, M. C. Piastra, A. Koulouri, C. H. Wolters, and S. Pursiainen, "Reconstructing subcortical and cortical somatosensory activity via the RAMUS inverse source analysis technique using median nerve SEP data," NeuroImage, vol. 245, Dec. 2021. doi: 10.1016/j.neuroimage.2021.118726	2022-08-04
15	M. Antonakakis, S. I. Dimitriadis, M. Zervakis, A. C. Papanicolaou and G. Zouridakis, “Aberrant whole-brain transitions and dynamics of spontaneous network microstates in mild traumatic brain injury,” Front. Comput. Neurosci., vol. 13, Jan. 2020. doi: 10.3389/fncom.2019.00090	2021-09-21
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