• Barmpas, Petros, et al. “Incremental Silhouette score calculation for Hierarchical Clustering leads to novel hybrid approaches.” IJNS 2025. Under review
    Maroyli, Maria, Panagiotis Anagnostou, Sotiris Tasoulis, Spiros Georgakopoulos, Vasilis Plagianakos. “Multi-Label Classification of Medical Text using Classifier Chains.” IJCNN. Accepted for publication.
  • Stavropoulos, Steve, et al. “Leveraging Large Language Models for Information Extraction: Identifying microRNA-Gene Interactions in Biomedical Literature.” 2024 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB). IEEE, 2024.
  • Theocharopoulos, Panagiotis C., Sotiris Bersimis, Spiros V. Georgakopoulos, Sotiris K. Tasoulis, and Vassilis P. Plagianakos. “Transforming Medical Practice: Harnessing the Power of Big Data and Machine Learning for Predictive Precision Medicine.” SSCI 2025. Accepted for publication.
  • Theocharopoulos, Panagiotis C., Spiros V. Georgakopoulos, Sotiris K. Tasoulis, and Vassilis P. Plagianakos. “TAMEing Token Representations: A Unified Framework for Dynamic Token Filtering.” IJCNN 2025. Under review.
  • Theocharopoulos, Panagiotis C., Panagiotis Anagnostou, Spiros V. Georgakopoulos, Sotiris K. Tasoulis, and Vassilis P. Plagianakos. “Large Language Models for Efficient Topic Modeling.” NCAA 2025. Under review.
  • Tsakmaki, Paraskevi V., et al. “ELIMINATING PREPROCESSING IN HRV-BASED PERSONALIZED
    PSYCHOSIS PREDICTION USING ADAPTIVE LSTM MODELS.” IJNS 2025. Under review
  • Tsakmaki, Paraskevi V., et al. “Machine Learning-Driven Improvements in HRV Artifact Correction for Psychosis Prediction in the Schizophrenia Spectrum.” International Conference on Engineering Applications of Neural Networks. Cham: Springer Nature Switzerland, 2024.
  • Tsakmaki, Paraskevi V., Sotiris K. Tasoulis, Spiros V. Georgakopoulos, Vassilis P. Plagianakos. “Heart Rate Variability in the Detection of Cognitive Fatigue through Transfer Learning.” GeNeDis 2024. Accepted for publication. Submitted to Springer Series Advances in Experimental Medicine and Biology.
  • Tsakmaki, Paraskevi V., Sotiris Tasoulis, Spiros V. Georgakopoulos, Vassilis P. Plagianakos. “LSTM-Based Classification of Psychiatric Disorders Using Ultra-Short Raw ECG Signals.” SSCI 2025. Accepted for publication.
  • Kontou, P.I., Bagos, P.G. The goldmine of GWAS summary statistics: a systematic review of methods and tools. BioData Mining 17, 31 (2024). https://doi.org/10.1186/s13040-024-00385-x
  • Nikolitsa, E., Kontou, P.I., Bagos, P.G. metacp: A versatile software package for combining dependent or independent p-values. BMC Bioinformatics (2025) (under revision)
  • Manios, G.A., Michailidi, A., Kontou, P.I., Bagos, P.G. PRED-LD: Efficient imputation of GWAS summary statistics. BMC Bioinformatics (2025) (under revision).