| 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 64 (7), 2331-2344, 2023 | 62 | 2023 |
| 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 | 62 | 2020 |
| 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 | 38 | 2023 |
| 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 | 11 | 2023 |
| SparseChem: Fast and accurate machine learning model for small molecules A Arany, J Simm, M Oldenhof, Y Moreau arXiv preprint arXiv:2203.04676, 2022 | 11 | 2022 |
| Industry-scale orchestrated federated learning for drug discovery. arXiv M Oldenhof, G Ács, B Pejo, A Schuffenhauer, N Holway, N Sturm, ... arXiv preprint arXiv:2210.08871, 2022 | 5 | 2022 |
| Atom-Level Optical Chemical Structure Recognition with Limited Supervision M Oldenhof, E De Brouwer, A Arany, Y Moreau Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | 3 | 2024 |
| Self-labeling of fully mediating representations by graph alignment M Oldenhof, A Arany, Y Moreau, J Simm Artificial Intelligence and Machine Learning: 33rd Benelux Conference on …, 2022 | 3 | 2022 |
| An improvement of quantum parametric methods by using SGSA parameterization technique and new elementary parametric functionals M Sanchez, M Oldenhof, JA Freitez, KC Mundim, F Ruette International Journal of Quantum Chemistry 110 (3), 755-764, 2010 | 3 | 2010 |
| Accessible ecosystem for clinical research (federated learning for everyone): development and usability study A Pirmani, M Oldenhof, LM Peeters, E De Brouwer, Y Moreau JMIR Formative Research 8, e55496, 2024 | 2 | 2024 |
| Weakly Supervised Knowledge Transfer with Probabilistic Logical Reasoning for Object Detection M Oldenhof, A Arany, Y Moreau, E De Brouwer The Eleventh International Conference on Learning Representations, 2023 | 2 | 2023 |
| Machine Learning for Advanced Chemical Analysis and Structure Recognition in Drug Discovery M Oldenhof, Y Moreau | | 2024 |
| Transforming Multiple Sclerosis Research: Advancing Disability Progression Insights through Practical and Precise Federated Learning using Real-World Data A Pirmani, E De Brouwer, M Oldenhof, A Passemiers, B Van Wijmeersch, ... Sage Publications Ltd, 2024 | | 2024 |
| Updating Object Detection Models with Probabilistic Programming M Oldenhof, Á Arany, Y Moreau, E De Brouwer ICML workshop - UpML, 2022 | | 2022 |
| Integración de interfaces web con el portal grid GENIUS M Oldenhof, C Mendoza Memorias del Congreso Latinoamericano de Computación de Alto Rendimiento …, 2007 | | 2007 |
| Optical Graph Recognition of Chemical Compounds by Deep Learning M Oldenhof, A Arany, Y Moreau, J Simm | | |
| Developments in quantum parametric methods using parameterization techniques and new functionals and applications F Ruette, M Sánchez, M Oldenhof, JA Freitez, KC Mundim | | |
Yves MoreauUniversity of LeuvenVerified email at esat.kuleuven.be