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Fig. 1 | Insights into Imaging

Fig. 1

From: Generalizable transfer learning of automated tumor segmentation from cervical cancers toward a universal model for uterine malignancies in diffusion-weighted MRI

Fig. 1

The DeepLab V3 + network architecture in the experiment. The red circle with annotations of L1, L2, and L3 denotes the cutoff levels in which the previous layers are frozen, whereas the following layers are fine-tuned based on the target dataset. L1: an early layer in the encoder following the Xception model. L2: a deep layer following the ASPP at the end of the decoder. L3: the layer at decoder initiation. ASPP: Atrous Spatial Pyramid Pooling

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