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郑

郑忍成｜Rencheng Zheng

fudan university
H-index:10
Citation Count:519
Views:0

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Distribution Matching Based Personalized Federated Learning for Multi-Center, Cross-Modal Liver Image Registration

基于分布匹配的多中心跨模态肝脏图像配准个性化联邦学习

Medical Image Analysis
IF11.8
2026-10-190
PRE
Rencheng Zheng; Hang Yu; Xinran Wu; Xueqin Xia; Ruokun Li; Qidong Wang; Caizhong Chen; Chengyan Wang; He Wang
Few-Shot Contrastive Learning for Cross-Task Stroke Prognosis Prediction With Multimodal Data

基于多模态数据的少样本对比学习用于跨任务中风预后预测

IEEE Transactions on Medical Imaging
IF9.8
2026-02-060
PRE
Haoran Peng; Yuxiang Dai; Rencheng Zheng; Mingming Wang; Chengyan Wang; Yu Luo; He Wang
A Dynamic Contrast-Enhanced MRI-Based Vision Transformer Model for Distinguishing HER2-Zero, -Low, and -Positive Expression in Breast Cancer and Exploring Model Interpretability

p:e03925

Advanced Science
IF14.1
2025-06-090
OAAI
Xu Zhang; Yi-Yuan Shen; Guan-Hua Su; Yuan Guo; Ren-Cheng Zheng; Si-Yao Du; Si-Yi Chen; Yi Xiao; Zhi-Ming Shao; Li-Na Zhang; He Wang; Yi-Zhou Jiang; Ya-Jia Gu; Chao You
Multicenter radio-multiomic analysis for predicting breast cancer outcome and unravelling imaging-biological connection

多中心放射多组学分析可预测乳腺癌的预后并阐明成像与生物学的联系

NPJ PRECISION ONCOLOGY
IF8
2024-09-071
OAAI
You, Chao; Su, Guan-Hua; Zhang, Xu; Xiao, Yi; Zheng, Ren-Cheng; Sun, Shi-Yun; Zhou, Jia-Yin; Lin, Lu-Yi; Wang, Ze-Zhou; Wang, He; Chen, Yan; Peng, Wei-Jun; Jiang, Yi-Zhou; Shao, Zhi-Ming; Gu, Ya-Jia
Radiogenomic-based imaging intratumor heterogeneity model predicts breast cancer prognosis and unveils therapeutic targets
CANCER RESEARCH
IF16.6
2024-05-020
PRE
Su, Guan-Hua; Xiao, Yi; You, Chao; Zheng, Ren-Cheng; Zhao, Shen; Wang, He; Jiang, Yi-Zhou; Gu, Ya-Jia; Shao, Zhi-Ming
Generative Adversarial Registration Network for Multi-Contrast Liver MRI Registration and Added Value to Hepatocellular Carcinoma Segmentation: A Multicentre Study
IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE
IF6.5
2024-04-011
PRE
Yu, Hang; Wu, Shu; Zheng, Rencheng; Li, Ruokun; Wang, Qidong; Chen, Caizhong; Dai, Fei; Chen, Weibo; Wang, Chengyan; Wang, He
Radiogenomic-based multiomic analysis reveals imaging intratumor heterogeneity phenotypes and therapeutic targets

基于放射基因组学的多组学分析揭示肿瘤内异质性表型和治疗靶点

SCIENCE ADVANCES
IF12.5
2023-10-0631
OAAI
Su, Guan-Hua; Xiao, Yi; You, Chao; Zheng, Ren-Cheng; Zhao, Shen; Sun, Shi-Yun; Zhou, Jia-Yin; Lin, Lu-Yi; Wang, He; Shao, Zhi-Ming; Gu, Ya-Jia; Jiang, Yi-Zhou
A Coarse-to-Fine Fusion Network for Small Liver Tumor Detection and Segmentation: A Real-World Study
DIAGNOSTICS
IF3.3
2023-07-273
OAAI
Wu, Shu; Yu, Hang; Li, Cuiping; Zheng, Rencheng; Xia, Xueqin; Wang, Chengyan; Wang, He
Radiomics features for assessing tumor-infiltrating lymphocytes correlate with molecular traits of triple-negative breast cancer

用于评估肿瘤浸润淋巴细胞与三阴性乳腺癌分子特征相关的放射组学特征

JOURNAL OF TRANSLATIONAL MEDICINE
IF7.5
2022-10-1543
OAAI
Su, Guan-Hua; Xiao, Yi; Jiang, Lin; Zheng, Ren-Cheng; Wang, He; Chen, Yan; Gu, Ya-Jia; You, Chao; Shao, Zhi-Ming
ASO Visual Abstract: A Multiomics Signature Highlights Alterations Underlying Homologous Recombination Deficiency in Triple-Negative Breast Cancer
ANNALS OF SURGICAL ONCOLOGY
IF3.5
2022-07-150
PRE
Su, Guan-Hua; Jiang, Lin; Xiao, Yi; Zheng, Ren-Cheng; Wang, He; Jiang, Yi-Zhou; Peng, Wei-Jun; Shao, Zhi-Ming; Gu, Ya-Jia; You, Chao
Radiogenomic analysis reveals tumor heterogeneity of triple-negative breast cancer

放射基因组学分析揭示三阴性乳腺癌的肿瘤异质性

CELL REPORTS MEDICINE
IF10.6
2022-07-0154
OAAI
Jiang, Lin; You, Chao; Xiao, Yi; Wang, He; Su, Guan-Hua; Xia, Bing-Qing; Zheng, Ren-Cheng; Zhang, Dan-Dan; Jiang, Yi-Zhou; Gu, Ya-Jia; Shao, Zhi-Ming
A Multiomics Signature Highlights Alterations Underlying Homologous Recombination Deficiency in Triple-Negative Breast Cancer
ANNALS OF SURGICAL ONCOLOGY
IF3.5
2022-06-167
PRE
Su, Guan-Hua; Jiang, Lin; Xiao, Yi; Zheng, Ren-Cheng; Wang, He; Jiang, Yi-Zhou; Peng, Wei-Jun; Shao, Zhi-Ming; Gu, Ya-Jia; You, Chao
ASO Author Reflections: Deeper Insight into Therapeutic Implications and Non-invasive Detection of Homologous Recombination Deficiency in Triple-Negative Breast Cancer: Results from a Multi-omics Cohort Study
ANNALS OF SURGICAL ONCOLOGY
IF3.5
2022-05-290
PRE
Su, Guan-Hua; Jiang, Lin; Xiao, Yi; Zheng, Ren-Cheng; Wang, He; Jiang, Yi-Zhou; Peng, Wei-Jun; Shao, Zhi-Ming; Gu, Ya-Jia; You, Chao
Assessment of Vascular Network Connectivity of Hepatocellular Carcinoma Using Graph-Based Approach
FRONTIERS IN ONCOLOGY
IF3.3
2021-07-062
OAAI
Liu, Qiaoyu; Zhang, Boyu; Wang, Luna; Zheng, Rencheng; Qiang, Jinwei; Wang, He; Yan, Fuhua; Li, Ruokun
Feasibility of automatic detection of small hepatocellular carcinoma (≤2 cm) in cirrhotic liver based on pattern matching and deep learning

基于模式匹配和深度学习的肝硬化小肝癌 (≤ 2厘米) 自动检测可行性研究

PHYSICS IN MEDICINE AND BIOLOGY
IF3.4
2021-04-1614
PRE
Zheng, Rencheng; Wang, Luna; Wang, Chengyan; Yu, Xuchen; Chen, Weibo; Li, Yan; Li, Weixia; Yan, Fuhua; Wang, He; Li, Ruokun
Image fusion via sparse regularization with non-convex penalties (vol 131, pg 355, 2020)
PATTERN RECOGNITION LETTERS
IF3.3
2020-08-010
PREAI
Anantrasirichai, Nantheera; Zheng, Rencheng; Selesnick, Ivan; Achim, Alin
Image fusion via sparse regularization with non-convex penalties
PATTERN RECOGNITION LETTERS
IF3.3
2020-03-0122
OAAI
Anantrasirichai, Nantheera; Zheng, Rencheng; Selesnick, Ivan; Achim, Alin
High-field mr diffusion-weighted image denoising using a joint denoising convolutional neural network
JOURNAL OF MAGNETIC RESONANCE IMAGING
IF3.5
2019-04-2217
PREAI
Wang, He; Zheng, Rencheng; Dai, Fei; Wang, Qianfeng; Wang, Chengyan

Research Directions

基于机器学习算法的MRI肝脏影像自动化处理肝脏及肿瘤自动分割肝纤维化自动分级小肝癌自动检测LI-RADs自动评分
王
王鹤
H-index:37Papers:518Citations:6,435
G
Guan-Hua Su
H-index:11Papers:27Citations:831
C
Chao You
H-index:19Papers:66Citations:1,042
Y
Yi‐Zhou Jiang
H-index:51Papers:407Citations:9,541
Y
Yajia Gu
H-index:31Papers:191Citations:2,786
王
王成彦
H-index:26Papers:150Citations:2,546
Y
Yi Xiao
H-index:23Papers:49Citations:3,263
Z
Zhi-Ming Shao
H-index:17Papers:93Citations:2,755
Y
Yi Xiao
H-index:10Papers:44Citations:431
邵
邵志敏
H-index:46Papers:367Citations:1.3万