Qing Xu1, Weiqiang Dou2, and Jing Ye1
1Northern Jiangsu People's Hospital, Yangzhou, China, 2GE Healthcare, MR Research China, Beijing, China
1Northern Jiangsu People's Hospital, Yangzhou, China, 2GE Healthcare, MR Research China, Beijing, China
MRI-based deep learning model can be used to
distinguish benign from renal malignant tumors.
Figure 1: Schematic diagram of deep learning model and radiomics
model applied.
Figure 2: Feature heatmaps of a representative patient generated
from the ResNet50. (A) T2WI image (left) and the corresponding feature heatmap
(right). (B) DWI image (left) and the corresponding feature heatmap (right).
