| GRU-ODE-Bayes: Continuous modeling of sporadically-observed time series E De Brouwer, J Simm, A Arany, Y Moreau Advances in Neural Information Processing Systems, 7379-7390, 2019 | 305 | 2019 |
| Repurposing high-throughput image assays enables biological activity prediction for drug discovery J Simm, G Klambauer, A Arany, M Steijaert, JK Wegner, E Gustin, ... Cell chemical biology 25 (5), 611-618. e3, 2018 | 214 | 2018 |
| ChemGrapher: optical graph recognition of chemical compounds by deep learning M Oldenhof, A Arany, Y Moreau, J Simm Journal of Chemical Information and Modeling 60 (10), 4506-4517, 2020 | 56 | 2020 |
| Pharmacogenetic analysis of high-dose methotrexate treatment in children with osteosarcoma M Hegyi, A Arany, AF Semsei, K Csordas, O Eipel, A Gezsi, N Kutszegi, ... Oncotarget 8 (6), 9388, 2017 | 46 | 2017 |
| Macau: Scalable Bayesian factorization with high-dimensional side information using MCMC J Simm, A Arany, P Zakeri, T Haber, JK Wegner, V Chupakhin, ... 2017 IEEE 27th International Workshop on Machine Learning for Signal …, 2017 | 42 | 2017 |
| Gene prioritization using Bayesian matrix factorization with genomic and phenotypic side information P Zakeri, J Simm, A Arany, S ElShal, Y Moreau Bioinformatics 34 (13), i447-i456, 2018 | 40 | 2018 |
| Macau: scalable bayesian multi-relational factorization with side information using MCMC J Simm, A Arany, P Zakeri, T Haber, JK Wegner, V Chupakhin, ... arXiv preprint arXiv:1509.04610, 2015 | 38 | 2015 |
| Drug repositioning for treatment of movement disorders: from serendipity to rational discovery strategies B Bolgár, Á Arany, G Temesi, B Balogh, P Antal, P Mátyus Current topics in medicinal chemistry 13 (18), 2337-2363, 2013 | 35 | 2013 |
| Secure Broker-Mediated Data Analysis and Prediction H Ceulemans, R Wuyts, W Verachtert, J Simm, A Arany, YJL Moreau, ... US Patent App. 15/722,742, 2019 | 22 | 2019 |
| MELLODDY: Cross-pharma Federated Learning at Unprecedented Scale Unlocks Benefits in QSAR without Compromising Proprietary Information W Heyndrickx, L Mervin, T Morawietz, N Sturm, L Friedrich, A Zalewski, ... Journal of chemical information and modeling, 2023 | 20 | 2023 |
| Industry-scale orchestrated federated learning for drug discovery M Oldenhof, G Ács, B Pejó, A Schuffenhauer, N Holway, N Sturm, ... Proceedings of the AAAI Conference on Artificial Intelligence 37 (13), 15576 …, 2023 | 20 | 2023 |
| Multi-aspect candidates for repositioning: data fusion methods using heterogeneous information sources A Arany, B Bolgár, B Balogh, P Antal, P Mátyus Current medicinal chemistry 20 (1), 95-107, 2013 | 20 | 2013 |
| Latent Convergent Cross Mapping E De Brouwer, A Arany, J Simm, Y Moreau International Conference on Learning Representations, 2020 | 15 | 2020 |
| A novel method for data fusion over entity-relation graphs and its application to protein–protein interaction prediction D Raimondi, J Simm, A Arany, Y Moreau Bioinformatics 37 (16), 2275-2281, 2021 | 14 | 2021 |
| Early repositioning through compound set enrichment analysis: a knowledge-recycling strategy G Temesi, B Bolgár, Á Arany, C Szalai, P Antal, P Mátyus Future medicinal chemistry 6 (5), 563-575, 2014 | 14 | 2014 |
| An interpretable low-complexity machine learning framework for robust exome-based in-silico diagnosis of Crohn’s disease patients D Raimondi, J Simm, A Arany, P Fariselli, I Cleynen, Y Moreau NAR Genomics and Bioinformatics 2 (1), lqaa011, 2020 | 11 | 2020 |
| Genetic variability of the oxytocine receptor: an in silico study P Marx, A Arany, Z Rónai, P Antal, M Sasvári-Szekely Neuropsychopharmacologia Hungarica: a Magyar Pszichofarmakologiai Egyesulet …, 2011 | 10 | 2011 |
| Deep Ensemble Tensor Factorization for Longitudinal Patient Trajectories Classification E De Brouwer, J Simm, A Arany, Y Moreau arXiv preprint arXiv:1811.10501, 2018 | 9 | 2018 |
| SparseChem: Fast and accurate machine learning model for small molecules A Arany, J Simm, M Oldenhof, Y Moreau arXiv preprint arXiv:2203.04676, 2022 | 7 | 2022 |
| Conformal efficiency as a metric for comparative model assessment befitting federated learning W Heyndrickx, A Arany, J Simm, A Pentina, N Sturm, L Humbeck, L Mervin, ... Artificial Intelligence in the Life Sciences 3, 100070, 2023 | 6 | 2023 |
Yves MoreauUniversity of LeuvenEmail confirmado em esat.kuleuven.be
