Author

M. Vakalopoulou

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

Click to filter author papers

Cancer Biology· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Assay:bulk RNA-seq· 1 Research Focus:cell-cell communication· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Assay:imaging· 1

Frequent Co-Authors

D. Planchard· 1 shared H. Benkirane· 1 shared J. Adam· 1 shared K. Olaussen· 1 shared P.-H. Cournede· 1 shared S. Michiels· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperCancer Biology

D. Planchard

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

Cancer BiologybioRxivJan 20, 2024

Multimodal CustOmics: A Unified and Interpretable Multi-Task Deep Learning Framework for Multimodal Integrative Data Analysis in Oncology

H. Benkirane, M. Vakalopoulou, D. Planchard…·P.-H. Cournede

This paper introduces a deep learning framework for integrating multimodal cancer data, showing improved performance and interpretability across TCGA datasets.

DOI 10.1371/journal.pcbi.1013012

humanbulk RNA-seq

𝕏 PostBluesky