Author

M. Durande

Centre National de la Recherche ScientifiqueORCID 0000-0002-6978-1824Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Developmental Biology· 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:differential expression· 1 Research Focus:dimensionality reduction· 1 Approach:experimental assay· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Camille CurantziD· 1 shared François GraneriD· 1 shared Hélène Delanoë‐AyariiD· 1 shared Louis Combe· 1 shared Magdalena HidalgoiD· 1 shared Marie ManceauiD· 1 shared Olivier Cochet‐EscartiniD· 1 shared Richard BailleuliD· 1 shared

Activity by Year

2021-2023 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 13 mutual co-author links

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1 shared paperDevelopmental Biology

Camille CurantzORCID

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2 papers

Recent·Most cited

BioinformaticsPLoS ONEPeer-reviewedFeb 16, 2023

Small hand-designed convolutional neural networks outperform transfer learning in automated cell shape detection in confluent tissues

Louis Combe, M. Durande, Hélène Delanoë‐Ayari, Olivier Cochet‐Escartin

The paper develops optimized small CNNs for cell shape detection in confluent tissues, finding they outperform transfer learning in accuracy, speed, and simplicity.

7 citations

imagingdeep learning

𝕏 PostBluesky

Developmental BiologybioRxivPreprintJan 22, 2021

Cell shape anisotropy and motility constrain self-organised feather pattern fidelity in birds

Camille Curantz, Richard Bailleul, Magdalena Hidalgo…·Marie Manceau

The paper shows that cell shape anisotropy and motility influence the precision of feather pattern formation across bird species.

3 citations

multiple speciesexperimental assay

𝕏 PostBluesky