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  Indian J Med Microbiol
 

Figure 4: Tissue-and subject-level classification results. (a) Cell detection and classification were conducted in several regions of interests per whole slide image. (b) Regions of interests with cell labels were divided into regular image patches. (c) Receiver operating characteristic curve of patch classification with aggregated cellular features. (d) Tissue-level histograms of distances to support vector machine hyper-plane. (e) Subject-level aggregated distances after n = 1000 bootstrapping

Figure 4: Tissue-and subject-level classification results. (a) Cell detection and classification were conducted in several regions of interests per whole slide image. (b) Regions of interests with cell labels were divided into regular image patches. (c) Receiver operating characteristic curve of patch classification with aggregated cellular features. (d) Tissue-level histograms of distances to support vector machine hyper-plane. (e) Subject-level aggregated distances after <i>n</i> = 1000 bootstrapping