Author

Sophie Loizillon

Institut Polytechnique de BordeauxORCID 0000-0002-3043-7890Unclaimed 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 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:imaging· 1

Frequent Co-Authors

Arnaud LambertiD· 1 shared Camille BreuiliD· 1 shared Cédric MeuréeiD· 1 shared Timothée Faucon· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 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

Arnaud LambertORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintSep 24, 2021

Deep-learning based retinal fluid segmentation in optical coherence tomography images using a cascade of ENets

Sophie Loizillon, Cédric Meurée, Camille Breuil…·Arnaud Lambert

The paper proposes a deep learning framework using a cascade of ENets to segment fluid accumulations in OCT images, achieving high Dice Scores on three datasets.

1 citation

imagingdeep learning

𝕏 PostBluesky