Automatic Segmentation Algorithm of Magnetic Resonance Image in Diagnosis of Liver Cancer Patients under Deep Convolutional Neural Network

Figure 16

Segmentation results of single input plus RD based on DFN. A1–E1: the segmentation results of the input Gd-EOB-DTPA-enhanced T1 sequence image and portal sequence background image; A2–E2: the segmentation result of input Gd-EOB-DTPA-enhanced T1 sequence background image and portal sequence image; A1 and A2: original MRI image; B1 and B2: the gold standards; C1 and C2: Gd-EOB-DTPA-enhanced T1 sequence segmentation results; D1 and D2: the segmentation results of Portal sequence; E1 and E2: the segmentation results based on the DFN algorithm.