Accurate and fast mitotic detection using an anchor-free method based on full-scale connection with recurrent deep layer aggregation in 4D microscopy images

BACKGROUND: To effectively detect and investigate various cell-related diseases, it is essential to understand cell behaviour. The ability to detection mitotic cells is a fundamental step in diagnosing cell-related diseases. Convolutional neural networks (CNNs) have been successfully applied to obje...

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Detalles Bibliográficos
Autores principales: Kitrungrotsakul, Titinunt, Iwamoto, Yutaro, Takemoto, Satoko, Yokota, Hideo, Ipponjima, Sari, Nemoto, Tomomi, Lin, Lanfen, Tong, Ruofeng, Li, Jingsong, Chen, Yen-Wei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7908657/
https://www.ncbi.nlm.nih.gov/pubmed/33637042
http://dx.doi.org/10.1186/s12859-021-04014-w

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7908657/
https://www.ncbi.nlm.nih.gov/pubmed/33637042
http://dx.doi.org/10.1186/s12859-021-04014-w

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