Automated classification of local patches in colon histopathology

An automated histology analysis is proposed for classification of local image patches of colon histopathology images into four principle classes: normal, cancer, adenomatous and inflamed classes. Shape features based on stroma, lumen and imperfectly segmented nuclei are combined with texture feature...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Kalkan, H., Nap, M., Duin, R. P. W., Loog, M.
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Accuracy Cancer Colon Feature extraction Image segmentation Pattern recognition Shape
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