Author

O. Colliot

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

Biology Disciplines

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Bioengineering· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Organism:human· 1 Assay:imaging· 1 Research Focus:spatial domain detection· 1

Frequent Co-Authors

A. Colombi· 1 shared A. Yazdan Panah· 1 shared B. Bodini· 1 shared B. Stankoff· 1 shared E. Morena· 1 shared M. Hamzaoui· 1 shared M. Schmidt-Mengin· 1 shared V. A. G. Ricigliano· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 mutual co-author links

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1 shared paperBioengineering

A. Colombi

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1 paper

Recent·Most cited

Axial multi-layer perceptron architecture for automatic segmentation of choroid plexus in multiple sclerosis

M. Schmidt-Mengin, V. A. G. Ricigliano, B. Bodini, E. Morena, A. Colombi, M. Hamzaoui, A. Yazdan Panah, B. Stankoff, O. Colliot

This paper introduces Axial-MLP, a model for automatic segmentation of choroid plexus in MS patients, showing it outperforms FreeSurfer and is competitive with U-Nets.

bioRxiv · Sep 14, 2021 · PreprintBioengineering