Fig. 2: Feature extraction pipeline. | Nature Communications

Fig. 2: Feature extraction pipeline.

From: Computational analysis of pathological images enables a better diagnosis of TFE3 Xp11.2 translocation renal cell carcinoma

Fig. 2

a The nuclei in whole-slide images are automatically segmented. b For each segmented nucleus, 10 nucleus-level features, regarding nucleus size, staining intensity, shape, and density, are extracted. c For each type of nucleus-level features from the same whole-slide image, they are dissected into 15 image-level features using a 10-bin histogram and five distribution statistics. Scale bars: 5 mm (a whole-slide image) and 50 µm (a image patch).

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