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Zhenwei Shi

Guangdong Academy of Medical Sciences

SCHOLARLY PAPERS

5

DOWNLOADS

455

TOTAL CITATIONS

3

Scholarly Papers (5)

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1.

Data-Efficient Federated Semi-Supervised Learning Framework Via Pseudo Supervision Refinement Strategy for Lung Tumor Segmentation

Downloads 132 (558,171)

Data-Efficient Federated Semi-Supervised Learning Framework Via Pseudo Supervision Refinement Strategy for Lung Tumor Segmentation

Number of pages: 14 Posted: 15 Nov 2024
Zhenwei Shi, Weixing Li, Xipeng Pan, Zhen Zhang, Guangyao Wu, Guanchao Ye, Leonard Wee, Andre Dekker, Chu Han, Lei Shi, Zaiyi Liu and Zhenbing Liu
Guangdong Academy of Medical Sciences, Guilin University of Electronic Technology, Guangdong Academy of Medical Sciences - Guangdong Provincial People's Hospital, Zhejiang Cancer Hospital, affiliation not provided to SSRN, affiliation not provided to SSRN, Maastricht University - GROW School for Oncology and Reproduction, Maastricht University, Guangdong Academy of Medical Sciences - Department of Radiology, Zhejiang Cancer Hospital, Guangdong Academy of Medical Sciences - Department of Radiology and Guilin University of Electronic Technology
Downloads 97 (715,783)

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Semi-supervised Learning, Lung Tumor Segmentation, Federated learning, Learning strategy, Pre-trained model

Data-Efficient Federated Semi-Supervised Learning Framework Via Pseudo Supervision Refinement Strategy for Lung Tumor Segmentation

Number of pages: 15 Posted: 14 Oct 2024
Zhenwei Shi, Weixing Li, Xipeng Pan, Zhen Zhang, Guangyao Wu, Guanchao Ye, Leonard Wee, Andre Dekker, Chu Han, Lei Shi, Zaiyi Liu and Zhenbing Liu
Guangdong Academy of Medical Sciences, Guilin University of Electronic Technology, Guangdong Academy of Medical Sciences - Guangdong Provincial People's Hospital, Zhejiang Cancer Hospital, affiliation not provided to SSRN, affiliation not provided to SSRN, Maastricht University - GROW School for Oncology and Reproduction, Maastricht University, Guangdong Academy of Medical Sciences - Department of Radiology, Zhejiang Cancer Hospital, Guangdong Academy of Medical Sciences - Department of Radiology and Guilin University of Electronic Technology
Downloads 35 (1,296,409)

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Semi-supervised learning, Lung tumor segmentation, Federated learning, Learning strategy, Pre-trained model

2.

Machine Learning for Predicting Response to Neoadjuvant Chemotherapy in Triple-Negative Breast Cancer: A Systematic Review and Meta-Analysis

Number of pages: 42 Posted: 27 Sep 2023
Maohua Lyu, Zhenwei Shi, Yu Liu, Yuhong Fan, Yi Dai, Chunwang Huang, Ying Wang, Changhong Liang, Chu Han, Biao Huang and Zaiyi Liu
Guangdong Academy of Medical Sciences, Guangdong Academy of Medical Sciences, Guangdong Academy of Medical Sciences, Guangdong Academy of Medical Sciences, Guangdong Academy of Medical Sciences, Southern Medical University, Guangxi Medical University - Department of Medical Ultrasonics, Guangdong Academy of Medical Sciences - Department of Radiology, Guangdong Academy of Medical Sciences - Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences and Guangdong Academy of Medical Sciences - Department of Radiology
Downloads 112 (640,165)
Citation 3

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Triple-negative breast cancer, Neoadjuvant chemotherapy, Machine learning, Medical image, Pathological complete response, Meta-analysis

3.

AI-Derived Longitudinal and Multi-Dimensional CT Classifier for Non-Small Cell Lung Cancer to Optimize Neoadjuvant Chemoimmunotherapy Decision: A Multicentre Retrospective Study

Number of pages: 49 Posted: 14 Jul 2025
Guanchao Ye, Zhitao Wei, Chu Han, Guangyao Wu, Chinting Wong, Yanting Liang, Xiaobo Chen, Wang Zhou, Jianbo Gao, Changhong Liang, Yongde Liao, Lizza E.L. Hendriks, Leonard Wee, D. de Ruysscher, Andre Dekker, Haiyu Zhou, Yu Qi, Zaiyi Liu and Zhenwei Shi
Zhengzhou University, Southern Medical University - Department of Radiology, Guangdong Academy of Medical Sciences - Department of Radiology, Wuhan Union Hospital, Southern Medical University - Department of Radiology, Southern Medical University - Department of Radiology, Southern Medical University - Department of Radiology, Zhengzhou University, Zhengzhou University, Guangdong Academy of Medical Sciences - Department of Radiology, Wuhan Union Hospital, Maastricht University, Maastricht University - GROW School for Oncology and Reproduction, Maastricht University, Maastricht University, Guangdong Academy of Medical Sciences - Guangdong Provincial People's Hospital, Zhengzhou University - Department of Thoracic Surgery, Guangdong Academy of Medical Sciences - Department of Radiology and Guangdong Academy of Medical Sciences
Downloads 88 (759,537)

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non-small cell lung cancer, neoadjuvant chemoimmunotherapy, radiomics, deep learning, habitat imaging, Longitudinal CT

4.

CT-Based Deep Learning Radiomics Nomogram for Predicting the Response to Neoadjuvant Chemotherapy in Locally Advanced Gastric Cancer Patients: A Multicenter Study

Number of pages: 28 Posted: 04 Jan 2022
Yanfen Cui, Jiayi Zhang, Zhenhui Li, Kaikai Wei, Ye Lei, Jialiang Ren, Lei Wu, Zhenwei Shi, Xiaochun Meng, Xiaotang Yang and Xin Gao
Chinese Academy of Sciences (CAS) - Department of Radiology, Chinese Academy of Sciences (CAS) - Suzhou Institute of Biomedical Engineering and Technology, Yunnan Cancer Hospital, Sun Yat-sen University (SYSU), Chinese Academy of Medical Sciences - National Cancer Center, GE Healthcare, Guangdong Academy of Medical Sciences - Department of Radiology, Guangdong Academy of Medical Sciences, Sun Yat-sen University (SYSU) - Department of Radiology, Shanxi Medical University - Shanxi Cancer Hospital and Chinese Academy of Sciences (CAS) - Suzhou Institute of Biomedical Engineering and Technology
Downloads 70 (875,328)

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deep learning, radiomics nomogram, locally advanced gastric cancer, neoadjuvant chemotherapy.

5.

STFL-Net: A Spatial-Temporal Feature Learning Network for Breast Tumor Segmentation in Multi-Sequence MRI

Number of pages: 12 Posted: 19 Sep 2025
Zaiyi Liu, luo xiangbin, Zhitao Wei, Yanting Liang, Chinting Wong, xu zeyan, liu kaili, Chu Han, Zhen Zhang, Zhenwei Shi and Ying Wang
Guangdong Academy of Medical Sciences - Department of Radiology, affiliation not provided to SSRN, Southern Medical University - Department of Radiology, Southern Medical University - Department of Radiology, Southern Medical University - Department of Radiology, Yunnan Cancer Hospital, affiliation not provided to SSRN, Guangdong Academy of Medical Sciences - Department of Radiology, Zhejiang Cancer Hospital, Guangdong Academy of Medical Sciences and Guangxi Medical University - Department of Medical Ultrasonics
Downloads 53 (1,063,489)

Abstract:

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Breast cancer segmentation， Multi-sequence MRI，Feature fusion，DCE-MRI