Mathieu Galtier

Federated learning for predicting histological response to neoadjuvant chemotherapy in triple-negative breast cancer

Jean Ogier du Terrail, Armand Léopold, Clément Joly et al. · Nature Medicine · 2023 · 173 citations

Breast Oncology, Neoadjuvant Chemotherapy, Medicine +8

Performance of an Ambulatory Dry-EEG Device for Auditory Closed-Loop Stimulation of Sleep Slow Oscillations in the Home Environment

Eden Debellemanière, Stanislas Chambon, Clémence Pinaud et al. · Frontiers in Human Neuroscience · 2018 · 114 citations · Full text

Sleep Disorders, Sleep Health, Home Environment +24

Integral formulation of null-collision Monte Carlo algorithms

Mathieu Galtier, Stéphane Blanco, Cyril Caliot et al. · Journal of Quantitative Spectroscopy and Radiative Transfer · 2013 · 102 citations · Full text

Numerical Analysis, Engineering, Integral Formulation +5

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

A local Echo State Property through the largest Lyapunov exponent

Gilles Wainrib, Mathieu Galtier · Neural Networks · 2016 · 52 citations

Chaos Theory, Discrete Dynamical System, Largest Lyapunov Exponent +4