Martijn Oldenhof

MELLODDY: Cross-pharma Federated Learning at Unprecedented Scale Unlocks Benefits in QSAR without Compromising Proprietary Information

Wouter Heyndrickx, Lewis Mervin, Tobias Morawietz et al. · Journal of Chemical Information and Modeling · 2023 · 94 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +19

ChemGrapher: Optical Graph Recognition of Chemical Compounds by Deep Learning

Martijn Oldenhof, Ádám Arany, Yves Moreau et al. · Journal of Chemical Information and Modeling · 2020 · 68 citations · Full text

Industry-Scale Orchestrated Federated Learning for Drug Discovery

Martijn Oldenhof, Gergely Ács, Balázs Pejó et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2023 · 37 citations · Full text

Engineering, Federated Structure, Melloddy Platform +24

MELLODDY: cross pharma federated learning at unprecedented scale unlocks benefits in QSAR without compromising proprietary information

Wouter Heyndrickx, Lewis Mervin, Tobias Morawietz et al. · 2022 · 24 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +16

Industry-Scale Orchestrated Federated Learning for Drug Discovery

Martijn Oldenhof, Gergely Ács, Balázs Pejó et al. · arXiv (Cornell University) · 2022 · 10 citations · Full text

Engineering, Federated Structure, Melloddy Platform +24