Author

Caroline Bund

Centre National de la Recherche ScientifiqueORCID 0000-0001-6916-858XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Bioinformatics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:cell type annotation· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:drug response / drug discovery· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Assay:metabolomics· 1

Frequent Co-Authors

A. Ercüment ÇiçekiD· 1 shared Doruk CakmakciiD· 1 shared Gün KaynariD· 1 shared Izzie Jacques NameriD· 1 shared Julien Todeschi· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 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 paperBioinformatics

A. Ercüment ÇiçekORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

BioinformaticsBioinformaticsPeer-reviewedNov 1, 2023

PiDeel: Pathway-informed deep learning model for survivalanalysis and pathological classification of gliomas

Gün Kaynar, Doruk Cakmakci, Caroline Bund…·A. Ercüment Çiçek

PiDeeL improves survival analysis and pathological classification of gliomas by integrating pathway information into a deep learning model, achieving better performance metrics than existing methods.

9 citations

humanmetabolomics

𝕏 PostBluesky