Author

Louis Combe

Lyon 1 Université

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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Bioinformatics· 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 Assay:imaging· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Hélène Delanoë‐AyariiD· 1 shared M. DurandeiD· 1 shared Olivier Cochet‐EscartiniD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Hélène Delanoë‐AyariORCID

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1 paper

Recent·Most cited

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.

PLoS ONE · Feb 16, 2023Peer-reviewedBioinformatics