| Literature mining, ontologies and information visualization for drug repurposing C Andronis, A Sharma, V Virvilis, S Deftereos, A Persidis Briefings in bioinformatics 12 (4), 357-368, 2011 | 282 | 2011 |
| Input feature extraction for multilayered perceptrons using supervised principal component analysis SJ Perantonis, V Virvilis Neural processing letters 10, 243-252, 1999 | 53 | 1999 |
| Molecular basis of mood and cognitive adverse events elucidated via a combination of pharmacovigilance data mining and functional enrichment analysis C Andronis, JP Silva, E Lekka, V Virvilis, H Carmo, K Bampali, M Ernst, ... Archives of Toxicology 94 (8), 2829-2845, 2020 | 17 | 2020 |
| Efficient perceptron learning using constrained steepest descent SJ Perantonis, V Virvilis Neural Networks 13 (3), 351-364, 2000 | 17 | 2000 |
| A learning framework for neural networks using constrained optimization methods SJ Perantonis, N Ampazis, V Virvilis Annals of Operations Research 99, 385-401, 2000 | 16 | 2000 |
| Dimensionality reduction using a novel neural network based feature extraction method SJ Perantonis, V Virvilis IJCNN'99. International Joint Conference on Neural Networks. Proceedings …, 1999 | 14 | 1999 |
| emedi: Web-based e-training for multimodal breast imaging I Pratikakis, A Karahaliou, K Vassiou, V Virvilis, D Kosmopoulos, ... International Journal of Medical and Health Sciences 1 (7), 438-444, 2007 | 9 | 2007 |
| Why adverse outcome pathways need to be FAIR C Wittwehr, LA Clerbaux, S Edwards, M Angrish, H Mortensen, A Carusi, ... Altex 41 (1), 50, 2023 | 7 | 2023 |
| Mining scientific and clinical databases to identify novel uses for existing drugs C Andronis, A Sharma, S Deftereos, V Virvilis, O Konstanti, A Persidis, ... Drug Repositioning: Bringing New Life to Shelved Assets and Existing Drugs …, 2012 | 5 | 2012 |
| The NeuroDeRisk toolbox: DeRisking chemical structures for neurotoxic adverse outcomes SD Bryant, T Seidel, J Heider, T Langer, M Ernst, SM Kohlbacher, ... Toxicology Letters 368, S82, 2022 | 4 | 2022 |
| The role of multiple, linear-projection based visualization techniques in rbf-based classification of high dimensional data A Agogino, J Ghosh, SJ Perantonis, V Virvilis, S Petridis, PJG Lisboa Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural …, 2000 | 4 | 2000 |
| Efficient linear discriminant analysis using a fast quadratic programming algorithm SJ Perantonis, V Virvilis Proc. International Workshop on Advanced Black-Box Techniques for Nonlinear …, 1998 | 4 | 1998 |
| Binary relation extraction from biomedical literature using dependency trees and svms A Sharma, V Virvilis, T Lekka, C Andronis bioRxiv, 082479, 2016 | 3 | 2016 |
| Supervised principal component analysis using a smooth classifier paradigm SJ Perantonis, S Petridis, V Virvilis Proceedings 15th International Conference on Pattern Recognition. ICPR-2000 …, 2000 | 3 | 2000 |
| Methods2AOP: An International Collaboration to Integrate Assay Annotations into the AOP Key Event Descriptions C Wittwehr, X Chang, W Bisson, SW Edwards, S Ferguson, A Harrill, ... Society of Toxicology 62nd Annual Meeting and ToxExpo, 19-23, 2023 | 2 | 2023 |
| Drug Repositioning on the Cloud V Virvilis, A Sharma, M Koutsokeras 2011 IEEE Third International Conference on Cloud Computing Technology and …, 2011 | 2 | 2011 |
| A constrained learning framework for feedforward neural networks SJ Perantonis, N Ampazis, V Virvilis Annals of Operations Research 99, 385-401, 2000 | 1 | 2000 |
| Building an Adverse Outcome Pathway network for COVID-19 P Nymark, LA Clerbaux, MJ Amorim, C Andronis, F de Bernardi, ... Frontiers in Systems Biology 4, 1384481, 2024 | | 2024 |
| Compositions and methods for treating viral infections E Lekka, A Persidis, C Andronis, V Virvilis US Patent App. 17/917,726, 2023 | | 2023 |
| A multimodal e-learning environment for orthopedics: design and implementation challenges V Virvilis, S Perantonis, K Zagoris, I Pratikakis 2013 17th International Conference on System Theory, Control and Computing …, 2013 | | 2013 |
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