Δημοσιεύσεις Σε Περιοδικά

1. G. Dolias, O. Bragina, A. Udal, K. Zovo, G. Kirtsanis, S. Vrochidis, Y. Karpichev, M. Bentahir, "Enhanced classification and identification of bacterial and viral microorganisms by integration of MALDI-TOF mass spectrometry with artificial intelligence.", Scientific Reports, vol. 16, August 2026. https://doi.org/10.1038/s41598-026-54426-y
2. G. Kirtsanis, A. Vargas-Valderrama, J. Vercammen, G. Dolias, S. Kintzios, K. Ioannidis, S. Vrochidis, "Classification of bacterial biological warfare agent simulants through 2D Py-GC/MS data coupled with deep learning.", Scientific Reports, July 2026. https://doi.org/10.1038/s41598-026-62058-5
3. G. Kirtsanis, G. Dolias, S. Kintzios, K. Ioannidis, S. Vrochidis, I. Kompatsiaris, "DL-Based Organism-Level Microbial Identification via VOCs Fingerprints through Gas Chromatography – Ion Mobility Spectrometry.",Front. Bacteriol., Sec. Bacterial Genetics and AI-enhanced Microbial Engineering, vol. 4, 25 September, 2025, doi: 10.3389/fbrio.2025.1620906

Δημοσιεύσεις Σε Συνέδρια

1. Y. Karpichev, O. Bragina, A. Udal, K. Zovo, G. Dolias, G. Kirtsanis, S. Vrochidis, S. Kintzios, A. V. Valderrama, M. Bentahir, "Integration of MALDI-TOF MS technique with artificial intelligence for enhanced detection of biological warfare agents.", in Proceedings of the NBC-2025 Symposium, Kokkola, Finland, 9–12 June 2025.
2. G. Kirtsanis, G. Dolias, S. Kintzios, K. Ioannidis, S. Vrochidis, I. Kompatsiaris, "CNN-based Deep Auto-Encoders for Limited Gas Chromatography - Ion Mobility Spectrometry Data.", in Proceedings of the IEEE International Instrumentation and Measurement Technology Conference (I2MTC), Chemnitz, Germany, May 19-22, 2025, pp. 1-6, doi: 10.1109/I2MTC62753.2025.11079137