Fig. 1: Overview of the Liver Artificial Intelligence Diagnosis System (LiAIDS) proposed in this study.
From: A multicenter clinical AI system study for detection and diagnosis of focal liver lesions
a Lesion detection module, a faster-RCNN framework with newly extended 3D CSwin Transformer as feature extraction backbone; b Liver segmentation module, a hybrid convolutional network structure dominated by 2D convolution and supplemented by 3D convolution; c Lesion classification module utilizing features extracted from multi-phase images and clinical information.
