Deep learning for differential diagnosis of malignant hepatic tumors based on multi-phase contrast-enhanced CT and clinical data

Deep learning for differential diagnosis of malignant hepatic tumors based on multi-phase contrast-enhanced CT and clinical data

Abstract Background Liver cancer remains the leading cause of cancer death globally, and the treatment strategies are distinct for each type of malignant hepatic tumors. However, the differential diagnosis before surgery is challenging and subjective. This study aims to build an automatic diagnostic...

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Bibliographic Details
Main Authors: Ruitian Gao, Shuai Zhao, Kedeerya Aishanjiang, Hao Cai, Ting Wei, Yichi Zhang, Zhikun Liu, Jie Zhou, Bing Han, Jian Wang, Han Ding, Yingbin Liu, Xiao Xu, Zhangsheng Yu, Jinyang Gu
Format: Article
Language:English
Published: BMC 2021-09-01
Series:Journal of Hematology & Oncology
Subjects:
Artificial intelligence
Liver cancer
Contrast-enhanced CT
Computer-assisted diagnosis
Multimodal data
Online Access:https://doi.org/10.1186/s13045-021-01167-2

Internet

https://doi.org/10.1186/s13045-021-01167-2

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