Cheng Zhao

38 papers Misc 1Journal 28Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Developing a knowledge-guided federated graph attention learning network with a diffusion module to diagnose Alzheimer's disease.
Medical Image Anal.
Xuegang Song, Kaixiang Shu, Peng Yang, Cheng Zhao, Feng Zhou, Alejandro F. Frangi, Jiuwen Cao, Xiaohua Xiao, Shuqiang Wang, Tianfu Wang, Baiying Lei
2026 J jnl
Hierarchical feature-guided dynamic collaborative learning transformer model for ventricular septal defect identification.
Neurocomputing
Cheng Zhao, Weiling Chen, Peng Yang, Zhuo Xiang, Yiyao Liu, Bei Xia, Jing Qin, Tianfu Wang, Baiying Lei, Luyao Zhou
2026 J jnl
Pyramid progressive image mapping network based on sparse annotations for cardiac segmentation.
Pattern Recognit.
Xinping Zhang, Zhuo Xiang, Ce Wang, Yongtao Zhang, Cheng Zhao, Yuantao Huang, Tianfu Wang, Junqing Xu, Baiying Lei
2025 J jnl
ABVS breast tumour segmentation via integrating CNN with dilated sampling self-attention and feature interaction Transformer.
Neural Networks
Yiyao Liu, Jinyao Li, Yi Yang, Cheng Zhao, Yongtao Zhang, Peng Yang, Lei Dong, Xiaofei Deng, Ting Zhu, Tianfu Wang, Wei Jiang, Baiying Lei
2025 J jnl
An object detection-based model for automated screening of stem-cells senescence during drug screening.
Neural Networks
Yu Ren, Youyi Song, Mingzhu Li, Liangge He, Chunlun Xiao, Peng Yang, Yongtao Zhang, Cheng Zhao, Tianfu Wang, Guangqian Zhou, Baiying Lei
2025 J jnl
Attention-Guided Learning With Feature Reconstruction for Skin Lesion Diagnosis Using Clinical and Ultrasound Images.
IEEE Trans. Medical Imaging
Chunlun Xiao, Anqi Zhu, Chunmei Xia, Zifeng Qiu, Yuanlin Liu, Cheng Zhao, Weiwei Ren, Lifan Wang, Lei Dong, Tianfu Wang, Lehang Guo, Baiying Lei
2025 — conf
BGPCNet: Frequency Consistency and Boundary Guided Patch Contrast for Semi-supervised Segmentation of Superficial Lymphatic Disease.
PRCV (13)
Yuankun Wang, Zhenghua Guan, Cheng Zhao, Yingxin Liu, Baiying Lei, Tianfu Wang, Luyao Zhou
2025 J jnl
Boundary-Guided Feature-Aligned Network for Colorectal Polyp Segmentation.
IEEE Trans. Circuits Syst. Video Technol.
Guanghui Yue, Shangjie Wu, Gang Li, Cheng Zhao, Yi Hao, Tianwei Zhou, Baoquan Zhao
2025 J jnl
Dual-Scale Swin Transformer via Feature Alignment and Adversarial Discrimination for Retinopathy of Prematurity Diagnosis.
IEEE J. Biomed. Health Informatics
Shaobin Chen, Xinyu Zhao, Yiyao Liu, Hai Xie, Zhenquan Wu, Yingpeng Xie, Yongtao Zhang, Yafeng Li, Cheng Zhao, Tianfu Wang, Guoming Zhang, Baiying Lei
2025 J jnl
FAMF-Net: Feature Alignment Mutual Attention Fusion With Region Awareness for Breast Cancer Diagnosis via Imbalanced Data.
IEEE Trans. Medical Imaging
Yiyao Liu, Jinyao Li, Cheng Zhao, Yongtao Zhang, Qian Chen, Jing Qin, Lei Dong, Tianfu Wang, Wei Jiang, Baiying Lei
2025 J jnl
Federated learning via multi-attention guided UNet for thyroid nodule segmentation of ultrasound images.
Neural Networks
Zhuo Xiang, Xiaoyu Tian, Yiyao Liu, Minsi Chen, Cheng Zhao, Li-Na Tang, En-Sheng Xue, Qi Zhou, Bin Shen, Fang Li, Qin Chen, Hong-Yuan Xue, Qing Tang, Ying-Jia Li, Lei Liang, Bin Wang, Quan-Shui Li, Chang-Jun Wu, Tian-Tian Ren, Jin-Yu Wu, Tianfu Wang, Wen-Ying Liu, Kun Yan, Bo-Ji Liu, Li-Ping Sun, Chong-Ke Zhao, Hui-Xiong Xu, Baiying Lei
2025 J jnl
Knowledge-Aware Multisite Adaptive Graph Transformer for Brain Disorder Diagnosis.
IEEE Trans. Medical Imaging
Xuegang Song, Kaixiang Shu, Peng Yang, Cheng Zhao, Feng Zhou, Alejandro F. Frangi, Xiaohua Xiao, Lei Dong, Tianfu Wang, Shuqiang Wang, Baiying Lei
2025 J jnl
Label-guided graph learning network via two-stage cross-modal fusion for multi-label skin disease diagnosis.
Eng. Appl. Artif. Intell.
Cheng Zhao, Chunlun Xiao, Feifei Jin, Anqi Zhu, Zhuo Xiang, Yiyao Liu, Lehang Guo, Tianfu Wang, Baiying Lei
2025 Misc conf
MMFN: Multi-Feature Multi-Modal Fusion Network for Diagnosis of Superficial Lymph Node Disease.
ICASSP
Yuankun Wang, Cheng Zhao, Yingxin Liu, Baiying Lei, Tianfu Wang, Luyao Zhou
2025 J jnl
MSMMIL: Multi-scan Mamba-based Multiple Instance Learning for whole slide image classification.
Knowl. Based Syst.
Haiqin Zhong, Meidan Ding, Cheng Zhao, Yongtao Zhang, Tianfu Wang, Baiying Lei
2025 J jnl
Multi-scale frequency feature fusion transformer for pediatric echocardiography analysis.
Appl. Soft Comput.
Cheng Zhao, Yuanlin Liu, Weiling Chen, Zhuo Xiang, Yiyao Liu, Bei Xia, Jing Qin, Tianfu Wang, Baiying Lei
2025 J jnl
Self-Supervised Multi-Scale Multi-Modal Graph Pool Transformer for Sellar Region Tumor Diagnosis.
IEEE J. Biomed. Health Informatics
Baiying Lei, Gege Cai, Yun Zhu, Tianfu Wang, Lei Dong, Cheng Zhao, Xinzhi Hu, Huijun Zhu, Lin Lu, Feng Feng, Ming Feng, Renzhi Wang
2025 J jnl
Text-Guided Semantic Alignment Network With Spatial-Frequency Interaction for Infrared-Visible Image Fusion Under Extreme Illumination.
IEEE Trans. Image Process.
Guanghui Yue, Wentao Li, Cheng Zhao, Zhiliang Wu, Tianwei Zhou, Qiuping Jiang, Runmin Cong
2024 — conf
Key Point Guide Network for Infant Echocardiographic Segmentation.
ISBI
Xupeng Wang, Zhuo Xiang, Weiling Chen, Chuan-Ming Liu, Xiaoyu Tian, Cheng Zhao, Shumin Fan, Wei Yu, Xunyi Chen, Tianfu Wang, Bei Xia, Baiying Lei
2024 J jnl
MHW-GAN: Multidiscriminator Hierarchical Wavelet Generative Adversarial Network for Multimodal Image Fusion.
IEEE Trans. Neural Networks Learn. Syst.
Cheng Zhao, Peng Yang, Feng Zhou, Guanghui Yue, Shuigen Wang, Huisi Wu, Guoliang Chen, Tianfu Wang, Baiying Lei
2024 — conf
Multi-modality Correlation Learning Network for Pediatric Ventricular Septal Defects Identification.
PRCV (15)
Feifei Jin, Cheng Zhao, Zhuo Xiang, Xunyi Chen, Yu Zhang, Shumin Fan, Luyao Zhou, Weiling Chen, Tianfu Wang, Baiying Lei
2024 — conf
Multimodality Frequency Feature Customized Learning for Pediatric Ventricular Septal Defects Identification.
LDTM/MMMI/ML4MHD/ML-CDS@MICCAI
Feifei Jin, Cheng Zhao, Peng Yang, Zhuo Xiang, Xunyi Chen, Yu Zhang, Shumin Fan, Luyao Zhou, Weiling Chen, Tianfu Wang, Baiying Lei
2024 J jnl
Specificity-Aware Federated Learning With Dynamic Feature Fusion Network for Imbalanced Medical Image Classification.
IEEE J. Biomed. Health Informatics
Guanghui Yue, Peishan Wei, Tianwei Zhou, Youyi Song, Cheng Zhao, Tianfu Wang, Baiying Lei
2024 — conf
Via Multi-attention Guided UNet for Thyroid Nodule Segmentation of Ultrasound Images.
EMBC
Xupeng Wang, Zhuo Xiang, Xiaoyu Tian, Cheng Zhao, Chuan-Ming Liu, Tianfu Wang, Chong-Ke Zhao, Bai Ying Lei
2023 — conf
A Two-stage Diagnostic Framework for Post-ablation Treatment Response Assessment in Patients with Hepatocellular Carcinoma.
EMBC
Xiaoyu Tian, Simin Ruan, Zhuo Xiang, Mingde Li, Cheng Zhao, Minsi Chen, Danni He, Namu Baima, Wei Wang, Siping Chen, Tianfu Wang, Baiying Lei
2023 J jnl
FIT-Net: Feature Interaction Transformer Network for Pathologic Myopia Diagnosis.
IEEE Trans. Medical Imaging
Shaobin Chen, Zhenquan Wu, Mingzhu Li, Yun Zhu, Hai Xie, Peng Yang, Cheng Zhao, Yongtao Zhang, Shaochong Zhang, Xinyu Zhao, Lin Lu, Guoming Zhang, Baiying Lei
2023 J jnl
Multi-scale enhanced graph convolutional network for mild cognitive impairment detection.
Pattern Recognit.
Baiying Lei, Yun Zhu, Shuangzhi Yu, Huoyou Hu, Yanwu Xu, Guanghui Yue, Tianfu Wang, Cheng Zhao, Shaobin Chen, Peng Yang, Xuegang Song, Xiaohua Xiao, Shuqiang Wang
2022 J jnl
Diagnosis of obsessive-compulsive disorder via spatial similarity-aware learning and fused deep polynomial network.
Medical Image Anal.
Peng Yang, Cheng Zhao, Qiong Yang, Wei Zheng, Xiaohua Xiao, Li Shen, Tianfu Wang, Baiying Lei, Ziwen Peng
2022 J jnl
IFT-Net: Interactive Fusion Transformer Network for Quantitative Analysis of Pediatric Echocardiography.
Medical Image Anal.
Cheng Zhao, Weiling Chen, Jing Qin, Peng Yang, Zhuo Xiang, Alejandro F. Frangi, Minsi Chen, Shumin Fan, Wei Yu, Xunyi Chen, Bei Xia, Tianfu Wang, Baiying Lei
2022 J jnl
Self-supervised multi-modal fusion network for multi-modal thyroid ultrasound image diagnosis.
Comput. Biol. Medicine
Zhuo Xiang, Qiuluan Zhuo, Cheng Zhao, Xiaofei Deng, Ting Zhu, Tianfu Wang, Wei Jiang, Baiying Lei
2021 J jnl
Dual attention enhancement feature fusion network for segmentation and quantitative analysis of paediatric echocardiography.
Medical Image Anal.
Libao Guo, Baiying Lei, Weiling Chen, Jie Du, Alejandro F. Frangi, Jing Qin, Cheng Zhao, Pengpeng Shi, Bei Xia, Tianfu Wang
2021 J jnl
Medical image fusion method based on dense block and deep convolutional generative adversarial network.
Neural Comput. Appl.
Cheng Zhao, Tianfu Wang, Baiying Lei
2021 — conf
Multi-directional Attention Network for Segmentation of Pediatric Echocardiographic.
PRCV (3)
Zhuo Xiang, Cheng Zhao, Libao Guo, Yali Qiu, Yun Zhu, Peng Yang, Wei Xiong, Mingzhu Li, Minsi Chen, Tianfu Wang, Baiying Lei
2021 — conf
Multi-scale Wavelet Network Algorithm for Pediatric Echocardiographic Segmentation via Feature Fusion.
ISBI
Cheng Zhao, Bei Xia, Libao Guo, Jie Du, Weiling Chen, Tianfu Wang, Baiying Lei
2021 J jnl
Multi-scale wavelet network algorithm for pediatric echocardiographic segmentation via hierarchical feature guided fusion.
Appl. Soft Comput.
Cheng Zhao, Bei Xia, Weiling Chen, Libao Guo, Jie Du, Tianfu Wang, Baiying Lei
2021 — conf
Placental Super Micro-vessels Segmentation Based on ResNeXt with Convolutional Block Attention and U-Net.
EMBC
Minsi Chen, Cheng Zhao, Xiaoxian Tian, Yujian Liu, Tianfu Wang, Baiying Lei
2019 J jnl
Infrared and visible image fusion method based on rolling guidance filter and NSST.
Int. J. Wavelets Multiresolution Inf. Process.
Cheng Zhao, Yongdong Huang
2018 J jnl
Remote sensing image fusion via RPCA and adaptive PCNN in NSST domain.
Int. J. Wavelets Multiresolution Inf. Process.
Kang Zhang, Yongdong Huang, Cheng Zhao