Deep Learning Algorithms in the Automatic Segmentation of Liver Lesions in Ultrasound Investigations.

Two segmentation models were obtained in the study. The models performed similarly during training and validation. However, one model was trained to focus on hard-to-predict labels. The proposed segmentation models can represent a first step in automatically extracting time-intensity curves from CEUS examinations.