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Cell segmentation and representation with shape priors

Cell segmentation is a fundamental problem of computational biology, for which convolutional neural networks yield the best results nowadays. This field is expanding rapidly, and in the recent years, shape-constrained segmentation models emerged as strong competitors to traditional, pixel-based segm...

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Detalles Bibliográficos
Autores principales: Hirling, Dominik, Horvath, Peter
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Research Network of Computational and Structural Biotechnology 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9827360/
https://www.ncbi.nlm.nih.gov/pubmed/36659930
http://dx.doi.org/10.1016/j.csbj.2022.12.034