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Chronic cholestasis detection by a novel tool: automated analysis of cytokeratin 7-stained liver specimens

BACKGROUND: The objective was to build a novel method for automated image analysis to locate and quantify the number of cytokeratin 7 (K7)-positive hepatocytes reflecting cholestasis by applying deep learning neural networks (AI model) in a cohort of 210 liver specimens. We aimed to study the correl...

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Detalles Bibliográficos
Autores principales: Sjöblom, Nelli, Boyd, Sonja, Manninen, Anniina, Knuuttila, Anna, Blom, Sami, Färkkilä, Martti, Arola, Johanna
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8101247/
https://www.ncbi.nlm.nih.gov/pubmed/33957930
http://dx.doi.org/10.1186/s13000-021-01102-6