Journal and Conference Publications

Total results: 82

  1. 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.
    Publication year: 2023 Download: Repository Type: Peer-Reviewed Journal Publication
  2. 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.
    Publication year: 2023 Download: Repository Type: Peer-Reviewed Journal Publication
  3. 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.
    Publication year: 2023 Download: Repository Type: Peer-Reviewed Journal Publication
  4. 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.
    Publication year: 2023 Download: Repository Type: Peer-Reviewed Journal Publication
  5. 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.
    Publication year: 2023 Download: Repository Type: Peer-Reviewed Journal Publication
  6. 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.
    Publication year: 2023 Download: Repository Type: Peer-Reviewed Journal Publication
  7. T. Medani, J. Garcia-Prieto, F. Tadel, M. Antonakakis, T. Erdbrügger, M. Höltershinken, W. Mead, S. Schrader, A. Joshi, C. Engwer, C. H. Wolters, J. C. Mosher, and R. M. Leahy, “Brainstorm-DUNEuro: an integrated and user-friendly Finite Element Method for modeling electromagnetic brain activity,” NeuroImage, vol. 267, Feb. 2023, doi: 10.1016/j.neuroimage.2022.119851.
    Publication year: 2023 Download: Repository Type: Peer-Reviewed Journal Publication
  8. 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.
    Publication year: 2023 Download: Repository Type: Peer-Reviewed Journal Publication
  9. A. Grammatikopoulou, N. Grammalidis, M. Papadogiorgaki and M. Zervakis, “A platform for health emergency warning and wandering behaviour detection supporting people with intellectual disability,” in Proceedings of the 15th International Conference on PErvasive Technologies Related to Assistive Environments (PETRA 2022), Corfu, Greece, pp. 694–699, July 2022, doi: 10.1145/3529190.3534773.
    Publication year: 2022 Download: Repository Type: Conference Full Paper
  10. A. Karasmanoglou, M. Antonakakis and M. Zervakis, "Heatmap-based explanation of YOLOv5 object detection with layer-wise relevance propagation," in Proceedings of the 2022 IEEE International Conference on Imaging Systems and Techniques (IST 2022), Kaohsiung, Taiwan, 2022, doi: 10.1109/IST55454.2022.9827744.
    Publication year: 2022 Download: Repository Type: Conference Full Paper