Zaiyi Liu - Publications, H-index & Citations

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刘

刘再毅 (Zaiyi Liu)

southern medical university

53H-index

549Paper Count

1.3WCitation Count

Published Papers 165

Publication Date

Boundary-Aware Spectral and Morphological Guidance Method for Feature-Driven Colorectal Cancer Segmentation

IEEE Transactions on Medical Imaging

IF9.8

2026-06-22

PREAI

Pengquan Lei; Hengxiao Hu; Suyun Li; Yajun Liu; Xiaowen Xie; Jingfan Zhan; Kuanhong Wang; Yingying Guo; Zaiyi Liu; Bingjiang Qiu; Xin Chen

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STFNet: A Spatial-Temporal Feature aggregation network for breast lesion segmentation in ultrasound videos

Computerized Medical Imaging and Graphics

IF4.9

2026-03-19

PREAI

Chuansong Fan; Lei Wu; Yu Liu; Mengxia Yao; Lifen Yan; Naqian Yu; Zijun Liu; Changhong Liang; Jiayao Shi; Zaiyi Liu; Ying Wang

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Multilevel Prognostic Markers of Baseline CCTA for Major Adverse Cardiovascular Events After Percutaneous Coronary Intervention

Academic Radiology

IF3.9

2025-12-16

PREAI

Weitao Ye; Xiaozhao Lu; Zeliang Li; Jin Liu; Ye Zeng; Chao Zhu; Yuhao Dong; Chun Luo; Xiaogang Li; Wanwen Chen; Yong Liu; Zaiyi Liu

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

Digital Signal Processing

IF3

2025-12-13

PREAI

Xiangbin Luo; Zhitao Wei; Yanting Liang; Chinting Wong; Zeyan Xu; Kaili Liu; Han Chu; Zhen Zhang; Zaiyi Liu; Zhenwei Shi; Ying Wang

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CMF2Net: Cross-modal feature fusion model for breast tumor segmentation in dynamic contrast-enhanced and T2-weighted MRI

Expert Systems with Applications

IF7.5

2025-11-27

PREAI

Yaoqi Liu; Siyao Du; Zeyan Xu; Zhen Zhang; Zhitao Wei; Chinting Wong; Yanting Liang; Kaili Liu; Peng Xu; Lina Zhang; Zaiyi Liu; Ying Wang; Zhenwei Shi; Wenbin Liu

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Federated deep multiple instance learning for histopathological whole-slide image classification

Biomedical Signal Processing and Control

IF4.9

2025-11-13

PREAI

Yumeng Wang; Bingjiang Qiu; Xipeng Pan; Yu Liu; Huafu Xu; Zimin Wang; Zaiyi Liu; Zhenbing Liu

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MsM-DPM: Multiscale Mamba Diffusion Probabilistic Model for Medical Image Segmentation

IEEE Transactions on Cybernetics

IF10.5

2025-11-04

PREAI

Huaqiang Su; Haijun Lei; Zaiyi Liu; Lisha Yao; Suyun Li; Huan Lin; Guoliang Chen; Xin Chen; Baiying Lei

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Development of a multi-feature predictive model for risk stratification in stage IB-IIA non-small cell lung cancer: A multicenter analysis

European Journal of Radiology

IF3.3

2025-08-24

PREAI

Xiaomei Zhong; Huan Lin; Rong Zhang; Yunlang She; Xiaobo Chen; Wei Zhao; Shiwei Luo; Entao Liu; Qingyu Liu; Jun Liu; Xin Chen; Zaiyi Liu

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Development and validation of interpretable machine learning model for pre-treatment predicting the response to targeted and immune therapy in hepatocellular carcinoma

European Journal of Radiology

IF3.3

2025-08-08

PREAI

Runqian Huang; Kaicai Liu; Lifen Yan; Zaiyi Liu; Lei Wu; Xingwang Wu; Changhong Liang

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SarAdapter: Prioritizing Attention on Semantic-Aware Representative Tokens for Enhanced Medical Image Segmentation

IEEE Transactions on Medical Imaging

IF9.8

2025-07-22

PREAI

Weili Jiang; Yihao Li; Zaiyi Liu; Lin An; Gwenolé Quellec; Chubin Ou

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Value of 18F-FDG PET metabolic parameters combined with the dynamic monitoring of molecular residual disease (MRD) in predicting the prognosis of non-small-cell lung cancer after surgery

Lung Cancer

IF4.4

2025-07-05

PREAI

You Cheng; Guo-Jian Huang; Xiao-bo Chen; Hao-yu Zhu; Kai-yu Lu; Fan Yang; Jia-tao Zhang; Zai-yi Liu; Dan Shao

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Multiomic integration reveals subtype-specific predictors of neoadjuvant treatment response in breast cancer

Science Advances

IF12.5

2025-07-04

OAAI

Zongchao Mo; Mei Yang; Zhihan Zhu; Minghao Wang; Haoyu Wang; Zhanye Zhang; Shanshan Lyu; Fangping Xu; Haixia Shang; Huan Lin; Zeyan Xu; Suyun Li; Xiaobo Chen; Kun Wang; Changhong Liang; Jiguang Wang; Zaiyi Liu

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Multi-phase feature-aligned fusion model for automated colorectal cancer segmentation in contrast-enhanced CT scans

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2025-07-01

PREAI

Kang, Xuewei; Yao, Lisha; Huang, Yanqi; Li, Suyun; Chen, Zhihong; Lin, Zhanzhu; Qiu, Bingjiang; Han, Chu; Mao, Yun; Liu, Zaiyi; Chen, Xin

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Bounding boxes for weakly-supervised breast cancer segmentation in DCE-MRI

BIOMEDICAL SIGNAL PROCESSING AND CONTROL

IF4.9

2025-07-01

PREAI

Zhong, Yuming; Xu, Zeyan; Han, Chu; Liu, Zaiyi; Wang, Yi

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Multimodal data integration for biologically-relevant artificial intelligence to guide adjuvant chemotherapy in stage II colorectal cancer

eBioMedicine

IF10.8

2025-06-04

OAAI

Chenyi Xie; Ziyu Ning; Ting Guo; Lisha Yao; Xiaobo Chen; Wanghong Huang; Suyun Li; Jiahui Chen; Ke Zhao; Xiuwu Bian; Zhenhui Li; Yanqi Huang; Changhong Liang; Qingling Zhang; Zaiyi Liu

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Feature fusion network for pulmonary nodule segmentation and EGFR classification using dual encoders

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2025-06-01

PREAI

Su, Huaqiang; Lei, Haijun; Liu, Zaiyi; Yao, Lisha; Li, Suyun; Lin, Huan; Chen, Guoliang; Chen, Xin

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Data-efficient federated semi-supervised learning framework via pseudo supervision refinement strategy for lung tumor segmentation

BIOMEDICAL SIGNAL PROCESSING AND CONTROL

IF4.9

2025-05-29

PREAI

Li, Weixing; Pan, Xipeng; Zhang, Zhen; Wu, Guangyao; Ye, Guanchao; Wee, Leonard; Dekker, Andre; Han, Chu; Shi, Lei; Liu, Zaiyi; Liu, Zhenbing; Shi, Zhenwei

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Tissue-SDG: dynamic adaptive data augmentation and multi-scale contrastive learning for generalizable tissue semantic segmentation

VISUAL COMPUTER

IF2.9

2025-05-17

PREAI

Li, Qian; Peng, Jiayi; Lin, Jiatai; Han, Chu; Zhao, Ke; Liu, Zaiyi

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MuCST: restoring and integrating heterogeneous morphology images and spatial transcriptomics data with contrastive learning

GENOME MEDICINE

IF11.2

2025-03-13