Raphaël Mourad, PhD
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Working group LEGO
DeepBioHealth
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2023
Raphael Mourad. Semi-supervised learning improves regulatory sequence prediction with unlabeled sequences. BMC Bioinformatics 2023.
Raphael Mourad. TADreg: a versatile regression framework for TAD identification, differential analysis and rearranged 3D genome prediction. BMC Bioinformatics 2022.
Coline Arnould, Vincent Rocher, ..., Raphaël Mourad, ..., Gaelle Legube. Loop extrusion as a mechanism for DNA Double-Strand Breaks repair foci formation. Nature 2021.
Vincent Rocher, et al. and Raphaël Mourad. DeepG4 : A deep learning approach to predict active G-quadruplexes, PLoS Computational Biology 2021.
Christine Sinoquet and Raphaël Mourad. Probabilistic Graphical Models for Genetics, Genomics and Postgenomics, Book, Oxford University Press 2014.
Raphaël Mourad, et al. A Survey on Latent Tree Models and Applications. Journal of Artificial Intelligence Research 2013.