Deep learning based tumor-stroma ratio scoring in colon cancer correlates with microscopic assessment.

Marloes A. Smit,Francesco Ciompi,John-Melle Bokhorst,Gabi W. van Pelt,Oscar G.F. Geessink,Hein Putter,Rob A.E.M. Tollenaar,J. Han J.M. van Krieken,Wilma E. Mesker,Jeroen A.W.M. van der Laak

Journal of pathology informatics（2023）

引用 3|浏览7

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摘要

Good correlations were observed between standard visual TSR determination and semi- and fully automated TSR scores. At this point, visual examination has the highest observer agreement, but semi-automated scoring could be helpful to support pathologists.

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关键词

Artificial intelligence,Colon carcinoma,Computational pathology,Deep learning,Tumor–stroma ratio,Visual estimation

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