Scientific publications in Conferences

• Digenis, Stefanos, Dimitris Grigoriadis, Marios Miliotis, and Artemis G. Hatzigeorgiou. “A Machine Learning algorithm for Predicting Translation Initiation Start Positions.” In 2024 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB), pp. 1-5. IEEE, 2024.
• Tsakmaki, Paraskevi V., Sotiris Tasoulis, Spiros V. Georgakopoulos, and Vassilis P. Plagianakos. “Lstm-based classification of psychiatric disorders using ultra-short raw ecg signals.” In 2025 IEEE Symposium on Computational Intelligence in Health and Medicine (CIHM), pp. 1-7. IEEE, 2025.
• Stavropoulos, Steve, Elissavet Zacharopoulou, Spiros Georgakopoulos, Sotiris Tasoulis, Vassilis Plagianakos, and Artemis G. Hatzigeorgiou. “Leveraging Large Language Models for Information Extraction: Identifying microRNA-Gene Interactions in Biomedical Literature.” In 2024 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB), pp. 1-7. IEEE, 2024.
• Tsakmaki, Paraskevi V., Sotiris K. Tasoulis, Spiros V. Georgakopoulos, and Vassilis P. Plagianakos. “Machine Learning-Driven Improvements in HRV Artifact Correction for Psychosis Prediction in the Schizophrenia Spectrum.” In International Conference on Engineering Applications of Neural Networks, pp. 544-557. Cham: Springer Nature Switzerland, 2024.
• Theocharopoulos, Panagiotis C., Sotiris Bersimis, Spiros V. Georgakopoulos, Vassilis P. Plagianakos, and Sotiris K. Tasoulis. “Transforming Medical Practice: Harnessing the Power of Big Data and Machine Learning for Predictive Precision Medicine.” In 2025 IEEE Symposium on Computational Intelligence in Health and Medicine (CIHM), pp. 1-7. IEEE, 2025.
• Nikolitsa, E., P. I. Kontou, and P. G. Bagos. “A Versatile Software Package for Combining Dependent or Independent p-Values.” Presented at the 45th Annual Conference of the International Society for Clinical Biostatistics, Thessaloniki Concert Hall, July 21–25, 2024.
• Exarchou‑Kouveli, K. K., E. Boumpa, and P. G. Bagos. “Four‑Fold Table Cell, SNP Allele and Genotype Frequencies Reconstruction Methods in STATA.” Presented at the 18th Conference of the Hellenic Society for Computational Biology and Bioinformatics, University of Thessaly, Lamia, Greece, October 17–19, 2024.
• Manios, Georgios A., Aikaterini Michailidi, Panagiota I. Kontou, and Pantelis G. Bagos. “PRED-LD: Efficient Imputation of GWAS Summary Statistics.” Presented at the 18th Conference of the Hellenic Society for Computational Biology and Bioinformatics, University of Thessaly, Lamia, Greece, October 17–19, 2024.
• Manios, Georgios A., Sophia Nteli, Panagiota I. Kontou, and Pantelis G. Bagos. “COMPGEN Meta-Analysis Suite: A Unified Framework for Gene Expression and GWAS Meta-Analysis.” Presented at the 18th Conference of the Hellenic Society for Computational Biology and Bioinformatics, University of Thessaly, Lamia, Greece, October 17–19, 2024.
• Manios, Georgios A., Gerasimoula Stamataki Loukatou, Panagiota Kontou, Fotis Baltoumas, Georgios A. Pavlopoulos, Theodosia Charitou, and Pantelis G. Bagos. “NetReFi: A Comprehensive Web Tool for Analyzing GPCR Signal Flow in Disease Networks.” Presented at the 18th Conference of the Hellenic Society for Computational Biology and Bioinformatics, University of Thessaly, Lamia, Greece, October 17–19, 2024.
• Kylonis, Athanasios, Anestis Stamatellos, Panagiota I. Kontou, and Pantelis G. Bagos. “The Bible of Polygenic Risk Score (PRS): A Systematic Review of Methods and Tools.” Presented at the 18th Conference of the Hellenic Society for Computational Biology and Bioinformatics, University of Thessaly, Lamia, Greece, October 17–19, 2024.
• Kandylas, Dionysios, Athanasios Kylonis, Georgios A. Manios, Evangelia Stasi, Eleni Boumpa, Georgia Braliou, Panagiota Kontou, and Pantelis Bagos. “Comparative Analysis of GWAS Databases: A Study of GWAS Catalog; Open GWAS; GWAS Central; and GWAS Atlas.” Presented at the 18th Conference of the Hellenic Society for Computational Biology and Bioinformatics, University of Thessaly, Lamia, Greece, October 17–19, 2024.