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Self-supervised pseudo-colorizing of masked cells

Self-supervised learning, which is strikingly referred to as the dark matter of intelligence, is gaining more attention in biomedical applications of deep learning. In this work, we introduce a novel self-supervision objective for the analysis of cells in biomedical microscopy images. We propose tra...

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Detalles Bibliográficos
Autores principales: Wagner, Royden, Lopez, Carlos Fernandez, Stiller, Christoph
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10449109/
https://www.ncbi.nlm.nih.gov/pubmed/37616272
http://dx.doi.org/10.1371/journal.pone.0290561