615 citations · 957 across the 23 of their papers we have counts for
3 papers · 1 filter
Robust Detection of Covariate-Treatment Interactions in Clinical Trials
Baptiste Goujaud, Eric W. Tramel, Pierre Courtiol +2
Detection of interactions between treatment effects and patient descriptors in clinical trials is critical for optimizing the drug development process. The increasing volume of dat…
A deep learning architecture for temporal sleep stage classification using multivariate and multimodal time series
Stanislas Chambon, Mathieu Galtier, Pierrick Arnal +2
Sleep stage classification constitutes an important preliminary exam in the diagnosis of sleep disorders. It is traditionally performed by a sleep expert who assigns to each 30s of…
Distributed synaptic weights in a LIF neural network and learning rules
Benoît Perthame, Delphine Salort, Gilles Wainrib
Leaky integrate-and-fire (LIF) models are mean-field limits, with a large number of neurons, used to describe neural networks. We consider inhomogeneous networks structured by a co…