Maria Teleńczuk

PyDESeq2: a python package for bulk RNA-seq differential expression analysis

Boris Muzellec, Maria Teleńczuk, Vincent Cabeli et al. · Bioinformatics · 2023 · 374 citations · Full text

Life Sciences, Bioinformatics, Molecular Biology +17

A large, curated, open-source stroke neuroimaging dataset to improve lesion segmentation algorithms

Sook‐Lei Liew, Miranda R. Donnelly, Artemis Zavaliangos‐Petropulu et al. · Scientific Data · 2022 · 149 citations · Full text

Medicine, Computer Science, Neurology +16

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 · 115 citations · Full text

Pharmacy, Medicinal Chemistry, Pharmacology +17

FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in\n Realistic Healthcare Settings

Jean Ogier du Terrail, Samy-Safwan Ayed, Edwige Cyffers et al. · arXiv (Cornell University) · 2022 · 53 citations · Full text

Computing, Health Informatics, Big Data Analytics +15

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 · 44 citations · Full text

Computing, Cloud Computing, Distributed Systems +13