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Z

Ziwei Liu

southern medical university - china
H指数:8
被引数:248

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Joint model based on intratumoral and peritumoral computed tomography radiomics integrated with clinical features for predicting the spread through air spaces in lung adenocarcinoma: a multicenter study

基于肿瘤内和肿瘤周计算机断层扫描放射组学以及临床特征集成的联合模型，用于预测肺腺癌中的空气间隙扩散：一项多中心研究

QUANTITATIVE IMAGING IN MEDICINE AND SURGERY
IF2.3
2025-10-010
PRE
Bao, Chen-Zheng-Ren; Zhang, Rong; Deng, Sheng-Yao; Liu, Zi-Wei; Chen, De-Hua; Sun, Jin-Song; Hu, Qiu-Gen
A deep learning-clinical combined model with SHapley Additive exPlanations (SHAP) method for assessing the tumor spread through air spaces in lung adenocarcinoma: a multicohort retrospective study

一种结合SHapley Additive exPlanations (SHAP)方法的深度学习-临床联合模型，用于评估肺腺癌中肿瘤通过空气间隙的扩散：一项多队列回顾性研究

QUANTITATIVE IMAGING IN MEDICINE AND SURGERY
IF2.3
2025-10-010
PRE
Zhang, Rong; Sun, Jing-Song; Liu, Zi-Wei; Lin, Yun-Ying; Cai, Xiao-Yan; Kang, Li-Jun; Guo, Bao-Liang; Song, Ya-Xuan; Bao, Chen-Zhengren; Chen, Kui; Sun, Yi; Chen, Yi-Fan; Cai, Zhi-Ping; Xie, Han; Chen, Hai-Xiong; Yang, Shao-Min; Hu, Qiu-Gen
Preoperative prediction model of microvascular invasion in intrahepatic cholangiocarcinoma patients based on CT radiomics can assist clinical surgical decision-making: a multicenter study

基于CT放射组学的肝内胆管癌患者微血管侵犯术前预测模型可辅助临床手术决策：一项多中心研究

European Radiology
IF4.7
2025-08-140
PRE
Ziwei Liu; Haixiong Chen; Shaomin Yang; Rong Zhang; Fan Yang; Jieying Feng; Ke Xu; Zhilin Tan; Yanqiu Feng; Fusheng Ouyang; Xiaohong Li; Xinjie Chen; Yifan Chen; Zhiping Cai; Xingqun Guan; Chun Luo; Baoliang Guo; Qiugen Hu
Gadoxetic acid-enhanced MRI for identifying cholangiocyte phenotype hepatocellular carcinoma by interpretable machine learning: individual application of SHAP

钆塞酸增强MRI结合可解释机器学习识别胆管细胞表型肝癌：SHAP的个体应用

BMC CANCER
IF3.4
2025-04-280
OA
Liu, Wei; Cai, Zhiping; Chen, Yifan; Guan, Xingqun; Feng, Jieying; Chen, Haixiong; Guo, Baoliang; Ouyang, Fusheng; Luo, Chun; Zhang, Rong; Chen, Xinjie; Li, Xiaohong; Zhou, Cuiru; Yang, Shaomin; Liu, Ziwei; Hu, Qiugen
Noninvasive prediction of perineural invasion in intrahepatic cholangiocarcinoma by clinicoradiological features and computed tomography radiomics based on interpretable machine learning: a multicenter cohort study

基于可解释机器学习的临床放射学特征和计算机断层扫描影像组学对肝内胆管癌神经浸润的无创预测: 一项多中心队列研究

INTERNATIONAL JOURNAL OF SURGERY
IF10.1
2023-11-038
OAAI
Liu, Ziwei; Luo, Chun; Chen, Xinjie; Feng, Yanqiu; Feng, Jieying; Zhang, Rong; Ouyang, Fusheng; Li, Xiaohong; Tan, Zhilin; Deng, Lingda; Chen, Yifan; Cai, Zhiping; Zhang, Ximing; Liu, Jiehong; Liu, Wei; Guo, Baoliang; Hu, Qiugen

研究方向

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Q
Qiugen Hu
H 指数:15论文数:62被引数:1,259
B
Baoliang Guo
H 指数:9论文数:28被引数:335
F
Fusheng Ouyang
H 指数:15论文数:50被引数:1,449
H
Haixiong Chen
H 指数:13论文数:38被引数:462
X
Xiaohong Li
H 指数:52论文数:423被引数:1.0万
R
Rong Zhang
H 指数:32论文数:155被引数:3,143
C
Chun Luo
H 指数:26论文数:153被引数:2,915
Z
Zhiping Cai
H 指数:12论文数:57被引数:495
J
Jieying Feng
H 指数:3论文数:9被引数:96
S
Shaomin Yang
H 指数:3论文数:19被引数:42