BRANet: Graph-based Integration of Multi-omics Data with Biological a priori for Regulatory Network Inference

Surabhi Jagtap (1, 2, 3) , Aurélie Pirayre (3) , Frederique Bidard (3) , Laurent Duval (3) , Fragkiskos D. Malliaros (1, 2)

1 CVN - Centre de vision numérique
2 OPIS - OPtimisation Imagerie et Santé
3 IFPEN - IFP Energies nouvelles

Mots clés: multi-omics data analysis; biological network integration; graph representation learning; regulatory network inference

Domaines: Bio-informatique [q-bio.QM]; Apprentissage [cs.LG]

Surabhi Jagtap, Aurélie Pirayre, Frederique Bidard, Laurent Duval, Fragkiskos D. Malliaros. BRANet: Graph-based Integration of Multi-omics Data with Biological a priori for Regulatory Network Inference. 17th International Conference on Computational Intelligence Methods for Bioinformatics and Biostatistics (CIBB), Nov 2021, Online, Italy. ⟨hal-03425420⟩