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Small hand-designed convolutional neural networks outperform transfer learning in automated cell shape detection in confluent tissues
Mechanical cues such as stresses and strains are now recognized as essential regulators in many biological processes like cell division, gene expression or morphogenesis. Studying the interplay between these mechanical cues and biological responses requires experimental tools to measure these cues....
| Autores principales: | , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Public Library of Science
2023
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9934364/ https://www.ncbi.nlm.nih.gov/pubmed/36795738 http://dx.doi.org/10.1371/journal.pone.0281931 |