Omics data integration in computational biology viewed through the prism of machine learning paradigms

por Fouché, Aziz, Zinovyev, Andrei
Publicado 2023

Transmorph: a unifying computational framework for modular single-cell RNA-seq data integration

por Fouché, Aziz, Chadoutaud, Loïc, Delattre, Olivier, Zinovyev, Andrei
Publicado 2023

Domain Adaptation Principal Component Analysis: Base Linear Method for Learning with Out-of-Distribution Data

por Mirkes, Evgeny M., Bac, Jonathan, Fouché, Aziz, Stasenko, Sergey V., Zinovyev, Andrei, Gorban, Alexander N.
Publicado 2022

Modeling Progression of Single Cell Populations Through the Cell Cycle as a Sequence of Switches

por Zinovyev, Andrei, Sadovsky, Michail, Calzone, Laurence, Fouché, Aziz, Groeneveld, Clarice S., Chervov, Alexander, Barillot, Emmanuel, Gorban, Alexander N.
Publicado 2022