Automated mesenchymal stem cell segmentation and machine learning-based phenotype classification using morphometric and textural analysis

Purpose: Mesenchymal stem cells (MSCs) have demonstrated clinically relevant therapeutic effects for treatment of trauma and chronic diseases. The proliferative potential, immunomodulatory characteristics, and multipotentiality of MSCs in monolayer culture is reflected by their morphological phenoty...

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Detalhes bibliográficos
Publicado no:J Med Imaging (Bellingham)
Main Authors: Mota, Sakina M., Rogers, Robert E., Haskell, Andrew W., McNeill, Eoin P., Kaunas, Roland, Gregory, Carl A., Giger, Maryellen L., Maitland, Kristen C.
Formato: Artigo
Idioma:Inglês
Publicado em: Society of Photo-Optical Instrumentation Engineers 2021
Assuntos:
Computer-Aided Diagnosis
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7849042/
https://ncbi.nlm.nih.gov/pubmed/33542945
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/1.JMI.8.1.014503
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