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...
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: | |
Online Access: | https://doi.org/10.1186/s13045-021-01167-2 |
Similar Items
-
Does addition of a diagnostic contrast-enhanced CT to a contemporaneous PET/CT provide incremental value in patients for restaging of colorectal carcinoma?
by: Kenneth S. K. Yap, et al.
Published: (2018-11-01) -
Correlation of contrast-enhanced CT quantitative parameters with proliferation and invasion gene expression in pancreatic cancer
by: Wei-Xia Mao, et al.
Published: (2017-11-01) -
Generation of Virtual Non-Contrast CT From Intravenous Enhanced CT in Radiotherapy Using Convolutional Neural Networks
by: Gao Liugang, et al.
Published: (2020-09-01) -
Assessing Tumor Response to Treatment in Patients with Lung Cancer Using Dynamic Contrast-Enhanced CT
by: Louise S. Strauch, et al.
Published: (2016-07-01) -
Castleman disease versus lymphoma in neck lymph nodes: a comparative study using contrast-enhanced CT
by: Jie Li, et al.
Published: (2018-08-01)