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MAPS: Pathologist-level cell type annotation from tissue images through machine learning

Highly multiplexed protein imaging is emerging as a potent technique for analyzing protein distribution within cells and tissues in their native context. However, existing cell annotation methods utilizing high-plex spatial proteomics data are resource intensive and necessitate iterative expert inpu...

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Detalles Bibliográficos
Autores principales: Shaban, Muhammad, Bai, Yunhao, Qiu, Huaying, Mao, Shulin, Yeung, Jason, Yeo, Yao Yu, Shanmugam, Vignesh, Chen, Han, Zhu, Bokai, Nolan, Garry P., Shipp, Margaret A., Rodig, Scott J., Jiang, Sizun, Mahmood, Faisal
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10327211/
https://www.ncbi.nlm.nih.gov/pubmed/37425872
http://dx.doi.org/10.1101/2023.06.25.546474