Revisiting miRNA Association with Melanoma Recurrence and Metastasis from a Machine Learning Point of View
Korfiati, Aigli, Grafanaki, Katerina, Kyriakopoulos, George C, Skeparnias, Ilias, Georgiou, Sophia, Sakellaropoulos, George, Stathopoulos, Constantinos
Published in International journal of molecular sciences (24.01.2022)
Published in International journal of molecular sciences (24.01.2022)
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Journal Article
Toward a general and interpretable umami taste predictor using a multi-objective machine learning approach
Pallante, Lorenzo, Korfiati, Aigli, Androutsos, Lampros, Stojceski, Filip, Bompotas, Agorakis, Giannikos, Ioannis, Raftopoulos, Christos, Malavolta, Marta, Grasso, Gianvito, Mavroudi, Seferina, Kalogeras, Athanasios, Martos, Vanessa, Amoroso, Daria, Piga, Dario, Theofilatos, Konstantinos, Deriu, Marco A
Published in Scientific reports (16.12.2022)
Published in Scientific reports (16.12.2022)
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Journal Article
Discovery of stroke-related blood biomarkers from gene expression network models
Theofilatos, Konstantinos, Korfiati, Aigli, Mavroudi, Seferina, Cowperthwaite, Matthew C, Shpak, Max
Published in BMC medical genomics (07.08.2019)
Published in BMC medical genomics (07.08.2019)
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Journal Article
Pharmacoepigenomics circuits induced by a novel retinoid-polyamine conjugate in human immortalized keratinocytes
Grafanaki, Katerina, Skeparnias, Ilias, Kontos, Christos K, Anastasakis, Dimitrios, Korfiati, Aigli, Kyriakopoulos, George, Theofilatos, Konstantinos, Mavroudi, Seferina, Magoulas, George, Papaioannou, Dionissios, Scorilas, Andreas, Stathopoulos, Constantinos, Drainas, Denis
Published in The pharmacogenomics journal (01.12.2021)
Published in The pharmacogenomics journal (01.12.2021)
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Journal Article
MEvA-X: a hybrid multiobjective evolutionary tool using an XGBoost classifier for biomarkers discovery on biomedical datasets
Panagiotopoulos, Konstantinos, Korfiati, Aigli, Theofilatos, Konstantinos, Hurwitz, Peter, Deriu, Marco Agostino, Mavroudi, Seferina
Published in Bioinformatics (Oxford, England) (01.07.2023)
Published in Bioinformatics (Oxford, England) (01.07.2023)
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Journal Article
A survey on computational taste predictors
Malavolta, Marta, Pallante, Lorenzo, Mavkov, Bojan, Stojceski, Filip, Grasso, Gianvito, Korfiati, Aigli, Mavroudi, Seferina, Kalogeras, Athanasios, Alexakos, Christos, Martos, Vanessa, Amoroso, Daria, Di Benedetto, Giacomo, Piga, Dario, Theofilatos, Konstantinos, Deriu, Marco Agostino
Published in European food research & technology (01.09.2022)
Published in European food research & technology (01.09.2022)
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Journal Article
SKIN LESION CLASSIFICATION FROM DERMOSCOPY AND CLINICAL IMAGES WITH A DEEP LEARNING APPROACH
Korfiati, Aigli, Livanos, Giorgos, Konstandinou, Christos, Georgiou, Sophia, Sakellaropoulos, George
Published in International journal of advanced research (Indore) (31.10.2021)
Published in International journal of advanced research (Indore) (31.10.2021)
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Journal Article
Where we stand, where we are moving: Surveying computational techniques for identifying miRNA genes and uncovering their regulatory role
Kleftogiannis, Dimitrios, Korfiati, Aigli, Theofilatos, Konstantinos, Likothanassis, Spiros, Tsakalidis, Athanasios, Mavroudi, Seferina
Published in Journal of biomedical informatics (01.06.2013)
Published in Journal of biomedical informatics (01.06.2013)
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Journal Article
Reducing Opioid Prescriptions by Identifying Responders on Topical Analgesic Treatment Using an Individualized Medicine and Predictive Analytics Approach
Gudin, Jeffrey, Mavroudi, Seferina, Korfiati, Aigli, Theofilatos, Konstantinos, Dietze, Derek, Hurwitz, Peter
Published in Journal of pain research (01.01.2020)
Published in Journal of pain research (01.01.2020)
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Journal Article
Non-coding RNA Sequences Identification and Classification Using a Multi-class and Multi-label Ensemble Technique
Stavridis, Michalis, Korfiati, Aigli, Sakellaropoulos, Georgios, Mavroudi, Seferina, Theofilatos, Konstantinos
Published in Artificial Intelligence Applications and Innovations
Published in Artificial Intelligence Applications and Innovations
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Book Chapter
A precision medicine approach for non-opioid pain therapy using a combination of multi-objective optimization and support vector regression
Gudin, Jeffrey, Mavroudi, Seferina, Korfiati, Aigli, Theofilatos, Konstantinos, Dietze, Derek, Hurwitz, Peter
Published in 2019 10th International Conference on Information, Intelligence, Systems and Applications (IISA) (01.07.2019)
Published in 2019 10th International Conference on Information, Intelligence, Systems and Applications (IISA) (01.07.2019)
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Conference Proceeding
Predicting Human miRNA Target Genes Using a Novel Evolutionary Methodology
Aigli, Korfiati, Dimitris, Kleftogiannis, Konstantinos, Theofilatos, Spiros, Likothanassis, Athanasios, Tsakalidis, Seferina, Mavroudi
Published in Artificial Intelligence: Theories and Applications
Published in Artificial Intelligence: Theories and Applications
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Book Chapter
Dynamic Cloud Resources Allocation on Multidomain/Multiphysics Problems
Sfika, Niki, Korfiati, Aigli, Alexakos, Christos, Likothanassis, Spiros, Daloukas, Konstantis, Tsompanopoulou, Panagiota
Published in 2015 3rd International Conference on Future Internet of Things and Cloud (01.08.2015)
Published in 2015 3rd International Conference on Future Internet of Things and Cloud (01.08.2015)
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Conference Proceeding