Several diseases and treatments affect the liver and its volume, such as cirrhosis, hepatitis, liver metastases, hepatocellular carcinoma, and chemotherapy. Most abdominal CT examinations cover the entire liver volume, which could be used as a diagnostic imaging biomarker. However, traditional manual estimation is time-consuming and subject to errors and interobserver variability, which fosters the development of automatic segmentation solutions [1,2].