| Where we stand, where we are moving: surveying computational techniques for identifying miRNA genes and uncovering their regulatory role D Kleftogiannis, A Korfiati, K Theofilatos, S Likothanassis, A Tsakalidis, ... Journal of biomedical informatics 46 (3), 563-573, 2013 | 59 | 2013 |
| On the human taste perception: Molecular-level understanding empowered by computational methods L Pallante, M Malavolta, G Grasso, A Korfiati, S Mavroudi, B Mavkov, ... Trends in Food Science & Technology 116, 445-459, 2021 | 44 | 2021 |
| A survey on computational taste predictors M Malavolta, L Pallante, B Mavkov, F Stojceski, G Grasso, A Korfiati, ... European Food Research and Technology 248 (9), 2215-2235, 2022 | 27 | 2022 |
| Discovery of stroke-related blood biomarkers from gene expression network models K Theofilatos, A Korfiati, S Mavroudi, MC Cowperthwaite, M Shpak BMC medical genomics 12, 1-15, 2019 | 20 | 2019 |
| Revisiting miRNA association with melanoma recurrence and metastasis from a machine learning point of view A Korfiati, K Grafanaki, GC Kyriakopoulos, I Skeparnias, S Georgiou, ... International journal of molecular sciences 23 (3), 1299, 2022 | 16 | 2022 |
| Reducing opioid prescriptions by identifying responders on topical analgesic treatment using an individualized medicine and predictive analytics approach J Gudin, S Mavroudi, A Korfiati, K Theofilatos, D Dietze, P Hurwitz Journal of pain research, 1255-1266, 2020 | 15 | 2020 |
| Toward a general and interpretable umami taste predictor using a multi-objective machine learning approach L Pallante, A Korfiati, L Androutsos, F Stojceski, A Bompotas, I Giannikos, ... Scientific Reports 12 (1), 21735, 2022 | 13 | 2022 |
| Predicting human miRNA target genes using a novel computational intelligent framework A Korfiati, K Theofilatos, D Kleftogiannis, C Alexakos, S Likothanassis, ... Information Sciences 294, 576-585, 2015 | 11 | 2015 |
| Dynamic cloud resources allocation on multidomain/multiphysics problems N Sfika, A Korfiati, C Alexakos, S Likothanassis, K Daloukas, ... 2015 3rd International Conference on Future Internet of Things and Cloud, 31-37, 2015 | 9 | 2015 |
| MEvA-X: a hybrid multiobjective evolutionary tool using an XGBoost classifier for biomarkers discovery on biomedical datasets K Panagiotopoulos, A Korfiati, K Theofilatos, P Hurwitz, MA Deriu, ... Bioinformatics 39 (7), btad384, 2023 | 5 | 2023 |
| Serial and Parallel Implementation of an Interface Relaxation Method A Korfiati, P Tsompanopoulou, S Likothanassis, P Alefragis AMCL/TUC, 2014 | 5 | 2014 |
| Predicting human miRNA target genes using a novel evolutionary methodology K Aigli, K Dimitris, T Konstantinos, L Spiros, T Athanasios, M Seferina Artificial Intelligence: Theories and Applications: 7th Hellenic Conference …, 2012 | 5 | 2012 |
| InSyBio BioNets: an efficient tool for network-based biomarker discovery K Theofilatos, C Dimitrakopoulos, C Alexakos, A Korfiati, S Likothanassis, ... EMBnet. journal 22, 871, 2016 | 4 | 2016 |
| Pharmacoepigenomics circuits induced by a novel retinoid-polyamine conjugate in human immortalized keratinocytes K Grafanaki, I Skeparnias, CK Kontos, D Anastasakis, A Korfiati, ... The Pharmacogenomics Journal 21 (6), 638-648, 2021 | 3 | 2021 |
| InSyBio ncRNASeq: a web tool for analyzing non-coding RNAs A Korfiati, K Theofilatos, C Alexakos, S Mavroudi EMBnet. journal 23, 882, 2017 | 3 | 2017 |
| Clinical identification of malignant pleural effusions J Jia, A Marazioti, A Voulgaridis, I Psallidas, AS Lamort, M Iliopoulou, ... Translational Oncology 39, 101800, 2024 | 2 | 2024 |
| ebioMelDB: Multi-modal Database for Melanoma and Its Application on Estimating Patient Prognosis A Korfiati, G Livanos, C Konstantinou, S Georgiou, G Sakellaropoulos Artificial Intelligence Applications and Innovations: 17th IFIP WG 12.5 …, 2021 | 2 | 2021 |
| Generalized computational framework and system for integrative prediction of biomarkers K Theofilatos, C Alexakos, A Korfiati, C Dimitrakopoulos, S Mavroudi US Patent App. 15/837,407, 2018 | 2 | 2018 |
| Non-coding rna sequences identification and classification using a multi-class and multi-label ensemble technique M Stavridis, A Korfiati, G Sakellaropoulos, S Mavroudi, K Theofilatos Artificial Intelligence Applications and Innovations: AIAI 2018 IFIP WG 12.5 …, 2018 | 2 | 2018 |
| On the computational prediction of mirna promoters C Michail, A Korfiati, K Theofilatos, S Likothanassis, S Mavroudi Artificial Intelligence Applications and Innovations: 12th IFIP WG 12.5 …, 2016 | 2 | 2016 |
