Author

Achraf Ait Laydi

Centre National de la Recherche ScientifiqueORCID 0009-0004-8898-1903Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:imaging· 1 Approach:statistical model· 1

Frequent Co-Authors

Hélène BouvraisiD· 1 shared Louis CueffiD· 1 shared Mewen CrespoiD· 1 shared Yousef El MourabitiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Hélène BouvraisORCID

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1 paper

Recent·Most cited

BioinformaticsBMC BioinformaticsPeer-reviewedJul 11, 2026

A novel attention mechanism for noise-adaptive and robust segmentation of microtubules in microscopy images

Achraf Ait Laydi, Louis Cueff, Mewen Crespo…·Hélène Bouvrais

This paper introduces a noise-adaptive attention mechanism for microtubule segmentation in microscopy images, showing improved performance on synthetic and real datasets.

DOI 10.1186/s12859-026-06514-z

imagingdeep learning

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