Optimizing Deep Learning-Based Segmentation of Densely Packed Cells using Cell Surface Markers

BACKGROUND: Spatial molecular profiling depends on accurate cell segmentation. Identification and quantitation of individual cells in dense tissues, e.g. highly inflamed tissue caused by viral infection or immune reaction, remains a challenge. METHODS: We first assess the performance of 18 deep lear...

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Detalles Bibliográficos
Autores principales: Han, Sunwoo, Phasouk, Khamsone, Zhu, Jia, Fong, Youyi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Journal Experts 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10571619/
https://www.ncbi.nlm.nih.gov/pubmed/37841876
http://dx.doi.org/10.21203/rs.3.rs-3307496/v1

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10571619/
https://www.ncbi.nlm.nih.gov/pubmed/37841876
http://dx.doi.org/10.21203/rs.3.rs-3307496/v1

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