Concepedia

Maria Teleńczuk

MT

13

Publications

890

Citations

13

H-Index

2016

Active since

Affiliations

KU Leuven(Current)

Centre National de la Recherche Scientifique

Novartis (Switzerland)

University of Southern California

Sorbonne Université

Maria Teleńczuk is an author at KU Leuven specializing in engineering, data science, and medicine.

Top concepts

EngineeringData ScienceMedicineFederated LearningHealth InformaticsDrug DiscoveryMachine LearningDistributed LearningBig DataData Mining

Publications per year

2016–2023

13

Publications

13

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

Boris Muzellec, Maria Teleńczuk, Vincent Cabeli et al. · Bioinformatics · 2023 · 293 citations · Full text

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

Sook‐Lei Liew, Bethany Lo, Miranda R. Donnelly et al. · Scientific Data · 2022 · 138 citations · Full text

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

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

Single CA3 pyramidal cells trigger sharp waves <i>in vitro</i> by exciting interneurones

Michaël Bazelot, Maria Teleńczuk, Richard Miles · The Journal of Physiology · 2016 · 40 citations · Full text

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