Cheng Lu

Guangdong Academy of Medical Sciences - Department of Radiology

SCHOLARLY PAPERS

6

DOWNLOADS

368

TOTAL CITATIONS

1

Scholarly Papers (6)

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1.

An Interpretable CT-Based Deep Learning Model for Predicting Overall Survival in Patients with Bladder Cancer: A Multicenter Study

Number of pages: 29 Posted: 05 Feb 2025
Meng Zhang, Yizhong Zhao, Dapeng Hao, Yancheng Song, Xiaotong Lin, Feng Hou, Yonghua Huang, Shifeng Yang, Haitao Niu, Cheng Lu and Hexiang Wang
Qingdao University, Guangdong Academy of Medical Sciences - Department of Radiology, Qingdao University, Qingdao University, Qingdao University, Qingdao University, Puyang Oilfield General Hospital, Shandong First Medical University - Shandong Provincial Hospital, Qingdao University, Guangdong Academy of Medical Sciences - Department of Radiology and Qingdao University
Downloads 105 (559,475)

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Bladder cancer, Overall survival, Deep learning, Interpretable, RNA sequencing analysis

2.

Nuclear Features-Based Histological Predictor of Overall Survival for Resected Hepatocellular Carcinoma Patients: A Multicenter, Retrospective Study

Number of pages: 39 Posted: 10 Dec 2024
Xuanjun Lu, Tingting Xie, Xinming Li, Yangshu Zhou, Yuxin Wu, Zhiyang Chen, Zhishun Liu, Dacheng Yang, Shaohua Li, Yun Liang, Feng Shi, Jiahui Ma, Shuting Chen, Xiangtian Zhao, Zhenhui Li, Xiaodong Zheng, Xin Chen, Mingli Jing, Zaiyi Liu and Cheng Lu
Xi'an Shiyou University, Peking University, Southern Medical University, Southern Medical University, Emory University, Southern Medical University, Southern Medical University, Southern Medical University, Sun Yat-sen University (SYSU), Kunming Medical University, Guangdong Academy of Medical Sciences, Southern Medical University, Southern Medical University, Southern Medical University, Kunming Medical University - Department of Radiology, Guangzhou University, South China University of Technology - Department of Radiology, Xi'an Shiyou University, Guangdong Academy of Medical Sciences - Department of Radiology and Guangdong Academy of Medical Sciences - Department of Radiology
Downloads 90 (619,975)

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Hepatocellular carcinoma, Overall survival, Nuclear feature, Whole-slide image, Prognosis

3.

Deep Learning for Colorectal Cancer Detection in Contrast-Enhanced Ct Without Bowel Preparation: A Retrospective, Multicentre Study

Number of pages: 20 Posted: 01 Nov 2023
Lisha Yao, Suyun Li, Quan Tao, Yun Mao, Jie Dong, Cheng Lu, Chu Han, Bingjiang Qiu, Yanqi Huang, Xin Huang, Yanting Liang, Huan Lin, Yongmei Guo, Yingying Liang, Yizhou Chen, Jie Lin, Enyan Chen, Yanlian Jia, Zhihong Chen, Bochi Zheng, Tong Ling, Shunli Liu, Tong Tong, Wuteng Cao, Ruiping Zhang, Xin Chen and Zaiyi Liu
Guangdong Academy of Medical Sciences - Department of Radiology, Guangdong Academy of Medical Sciences - Department of Radiology, Southern Medical University, Chongqing Medical University - Department of Radiology, Shanxi Medical University, Guangdong Academy of Medical Sciences - Department of Radiology, Guangdong Academy of Medical Sciences - Department of Radiology, Guangdong Academy of Medical Sciences - Guangdong Provincial People's Hospital, Southern Medical University - Department of Radiology, Southern Medical University - Department of Radiology, Southern Medical University, South China University of Technology - School of Medicine, South China University of Technology - School of Medicine, South China University of Technology - Department of Radiology, Southern Medical University, Southern Medical University, Southern Medical University, Liaobu Hospital of Guangdong, Guangzhou University, Southern University of Science and Technology, Guangdong Academy of Medical Sciences - Department of Radiology, Qingdao University, Fudan University, Guangdong Institute of Gastroenterology, Shanxi Bethune Hospital, South China University of Technology - Department of Radiology and Guangdong Academy of Medical Sciences - Department of Radiology
Downloads 81 (660,607)
Citation 1

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colorectal cancer, deep learning, Computer-aided detection, Contrast-enhanced CT

4.

CS-Net: A Two-Step Epithelium Tissue Segmentation Regression Network with CS-Gate Attention on Histology Images

Number of pages: 30 Posted: 16 Sep 2022
Zhengze Gong, Xipeng Pan, Chu Han, Bingjiang Qiu, Bingchao Zhao, Yu Lu, Xinyi Chen, Wenbin Liu, Zhihua Chen, Cheng Lu, Zaiyi Liu and Gang Fang
Guangzhou University, Guangdong Academy of Medical Sciences - Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences - Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences - Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences - Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences - Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences - Guangdong Provincial People's Hospital, Guangzhou University, Guangzhou University, Guangdong Academy of Medical Sciences - Department of Radiology, Guangdong Academy of Medical Sciences - Department of Radiology and Guangzhou University
Downloads 46 (884,112)

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Oropharyngeal cancer, Epithelium Segmentation, stain transfer, U-Net, Attention

5.

Hagnifinder: Predicting Magnification of Digital Histological Images Using Deep Learning

Number of pages: 27 Posted: 14 Jun 2022
Hongtai Zhang, Zaiyi Liu, Mingli Song and Cheng Lu
Communication University of China, Guangdong Academy of Medical Sciences - Department of Radiology, Communication University of China and Guangdong Academy of Medical Sciences - Department of Radiology
Downloads 31 (1,030,869)

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Histology images, magnification prediction, regression model, Deep learning

6.

Evolution of Multi-Scale Structure and Microbiota Metabolism of Lentil Resistant Starch During the Dynamic Fermentation in Vitro

Number of pages: 36 Posted: 23 May 2024
Mengliu Zhao, Cheng Lu, XINZHONG HU and ZHEN MA
Shaanxi Normal University, Guangdong Academy of Medical Sciences - Department of Radiology, Shaanxi Normal University and Shaanxi Normal University
Downloads 15 (1,223,507)

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Lentil resistant starch, in vitro anaerobic fermentation, dynamic structural evolution, microbiota composition, short-chain fatty acids