Multi-task deep learning network to predict future macrovascular invasion in hepatocellular carcinoma

Our multi-task deep learning network-based model successfully predicted future macrovascular invasion. In high-risk populations, besides the current first-line treatments, more therapies may be explored for macrovascular invasion.