Deep Learning for Accurate Diagnosis of Liver Tumor Based on Magnetic Resonance Imaging and Clinical Data

• Published in: Frontiers in oncology Vol. 10; p. 680
• Main Authors: Zhen, Shi-hui, Cheng, Ming, Tao, Yu-bo, Wang, Yi-fan, Juengpanich, Sarun, Jiang, Zhi-yu, Jiang, Yan-kai, Yan, Yu-yu, Lu, Wei, Lue, Jie-min, Qian, Jia-hong, Wu, Zhong-yu, Sun, Ji-hong, Lin, Hai, Cai, Xiu-jun
• Format: Journal Article
• Language: English
• Published: Frontiers Media S.A 28.05.2020
• Subjects: artificial intelligence; deep learning; diagnosis; liver cancer; liver mass; MRI; Oncology

Background: Early-stage diagnosis and treatment can improve survival rates of liver cancer patients. Dynamic contrast-enhanced MRI provides the most comprehensive information for differential diagnosis of liver tumors. However, MRI diagnosis is affected by subjective experience, so deep learning may...