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Insights into Imaging
Fig. 4 | Insights into Imaging

Fig. 4

From: Convolutional neural networks for the differentiation between benign and malignant renal tumors with a multicenter international computed tomography dataset

Fig. 4

Saliency maps demonstrate the attention of Inception-ResNetV2 for analyzing various malignant and benign tumors. White arrows indicate that the algorithm “looks” either at the surrounding healthy renal parenchyma or peritumoral fat, RO Renal oncocytoma, AML Angiomyolipoma, ccRCC Clear cell RCC, ccpRCC Clear cell papillary RCC, chRCC Chromophobe RCC

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