Deep Learning With 3D Convolutional Neural Network for Noninvasive Prediction of Microvascular Invasion in Hepatocellular Carcinoma

Author:

Zhang Yongxin12,Lv Xiaofei3ORCID,Qiu Jiliang4,Zhang Bin1,Zhang Lu1,Fang Jin1,Li Minmin1,Chen Luyan1,Wang Fei1,Liu Shuyi1,Zhang Shuixing1ORCID

Affiliation:

1. Department of Radiology The First Affiliated Hospital of Jinan University Guangzhou Guangdong China

2. Department of MR Zhongshan City People's Hospital Affiliated to Sun Yat‐sen University Zhongshan Guangdong China

3. Department of Medical Imaging, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine Sun Yat‐Sen University Cancer Center Guangzhou China

4. Department of Liver Surgery, State Key Laboratory of Oncology in South China, Collaborative Innovation Centre for Cancer Medicine Sun Yat‐sen University Cancer Centre Guangzhou China

Funder

China Postdoctoral Science Foundation

National Natural Science Foundation of China

Publisher

Wiley

Subject

Radiology Nuclear Medicine and imaging

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2. 2019 Chinese clinical guidelines for the management of hepatocellular carcinoma: updates and insights

3. NCCN Clinical Practice Guidelines in Oncology (NCCN Guidelines)Hepatobiliary Cancers Version 3.2019‐August 1 2019. M‐13.

4. Efficacy of apatinib in advanced hepatocellular carcinoma with lung metastasis: A retrospective, multicenter study;Du X;JBUON,2019

5. Recurrence after liver resection for hepatocellular carcinoma: Risk factors, treatment, and outcomes

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