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2020 – today
- 2026
[j18]Bangkang Fu
, Junjie He, Xiaoli Zhang, Yunsong Peng, Zhuxu Zhang, Qi Tang, Xinfeng Liu, Ying Cao, Rongpin Wang:
HSFSurv: A hybrid supervision framework at individual and feature levels for multimodal cancer survival analysis. Medical Image Anal. 107: 103810 (2026)- 2025
- [j17]Junjie He, Bangkang Fu, Bo Wang, Zhenliang Xiong, Yunsong Peng, Rongpin Wang:
Segmentation outperforms registration in quantitative analysis of brain iron. Biomed. Signal Process. Control. 103: 107446 (2025) - [j16]Guilan Tu, Wuchao Li, Yongshun Lin, Zi Xu, Junjie He, Bangkang Fu, Ping Huang, Rongpin Wang, Yunsong Peng:
GAMMIL: A graph attention-guided multi-scale fusion multiple instance learning model for the WHO grading of meningioma in whole slide images. Biomed. Signal Process. Control. 105: 107652 (2025) - [j15]Junjie He, Bangkang Fu, Bo Wang, Yunsong Peng, Lisha Nie, Man Tang, Rui Xu, Rongpin Wang:
ACE-QSM: Accelerating quantitative susceptibility mapping acquisition using diffusion models by reducing repetition time. Biomed. Signal Process. Control. 110: 108217 (2025) - [j14]Zhen Liu, Bangkang Fu, Jiahui Mao, Junjie He, Jiangyue Xiang, Hongjin Li, Yunsong Peng, Bangguo Li, Rongpin Wang:
Unveiling hidden risks: A Holistically-Driven Weak Supervision framework for ultra-short-term ACS prediction using CCTA. Comput. Medical Imaging Graph. 125: 102636 (2025) - [j13]Bangkang Fu, Feng Liu, Junjie He, Zi Xu, Yunsong Peng, Xiaoli Zhang, Rongpin Wang:
BMA-Net: A 3D bidirectional multi-scale feature aggregation network for prostate region segmentation. Comput. Methods Programs Biomed. 261: 108596 (2025) - [j12]Yilin Leng, Wenju Cui, Chen Bai, Xi Jiang, Yunsong Peng, Jian Zheng:
Adaptive critical subgraph mining for cognitive impairment conversion prediction with T1-MRI-based brain network. Expert Syst. Appl. 264: 125809 (2025) - [j11]Wenju Cui, Yilin Leng, Yunsong Peng, Chen Bai, Lei Li, Xi Jiang, Gang Yuan, Jian Zheng:
A Novel Dynamic Neural Network for Heterogeneity-Aware Structural Brain Network Exploration and Alzheimer's Disease Diagnosis. IEEE Trans. Neural Networks Learn. Syst. 36(9): 15764-15778 (2025) - [c3]Haoxuan Zhang, Wenju Cui, Yuzhu Cao, Tao Tan, Jie Liu, Yunsong Peng, Jian Zheng:
Paired Image Generation with Diffusion-Guided Diffusion Models. MICCAI (4) 2025: 371-381 - [i2]Haoxuan Zhang, Wenju Cui, Yuzhu Cao, Tao Tan, Jie Liu, Yunsong Peng, Jian Zheng:
Paired Image Generation with Diffusion-Guided Diffusion Models. CoRR abs/2507.14833 (2025) - 2024
- [j10]Chongzhe Yan, Feng Liu, Yunsong Peng, Yuanshen Zhao, Junjie He, Rongpin Wang:
3D convolutional network with edge detection for prostate gland and tumor segmentation on T2WI and ADC. Biomed. Signal Process. Control. 90: 105883 (2024) - [j9]Junjie He, Mudan Zhang, Wuchao Li, Yunsong Peng, Bangkang Fu, Chen Liu, Jian Wang, Rongpin Wang:
SaB-Net: Self-attention backward network for gastric tumor segmentation in CT images. Comput. Biol. Medicine 169: 107866 (2024) - [j8]Bangkang Fu, Yunsong Peng, Junjie He, Chong Tian, Xinhuan Sun, Rongpin Wang:
HmsU-Net: A hybrid multi-scale U-net based on a CNN and transformer for medical image segmentation. Comput. Biol. Medicine 170: 108013 (2024) - [j7]Feng Liu, Yuanshen Zhao, Jukun Song, Guilan Tu, Yadong Liu, Yunsong Peng, Jiahui Mao, Chongzhe Yan, Rongpin Wang:
A hybrid classification model with radiomics and CNN for high and low grading of prostate cancer Gleason score on mp-MRI. Displays 83: 102703 (2024) - [j6]Qian Zhang, Yunsong Peng, Siyi Lei, Tingting Xiong, Liulu Zhang, Hong Peng, Xinhua Luo, Rongpin Wang:
A nutrition-based radiomics-clinical model to predict the prognosis of patients with acute-on-chronic liver failure. Displays 84: 102750 (2024) - [c2]Junjie He, Bangkang Fu, Zhenliang Xiong, Yunsong Peng, Rongpin Wang:
mQSM: Multitask Learning-Based Quantitative Susceptibility Mapping for Iron Analysis in Brain. MICCAI (2) 2024: 323-333 - 2023
- [j5]Yilin Leng, Wenju Cui, Yunsong Peng, Caiying Yan, Yuzhu Cao, Zhuangzhi Yan, Shuangqing Chen, Xi Jiang, Jian Zheng:
Multimodal cross enhanced fusion network for diagnosis of Alzheimer's disease and subjective memory complaints. Comput. Biol. Medicine 157: 106788 (2023) - [j4]Xinhuan Sun, Wuchao Li, Bangkang Fu, Yunsong Peng, Junjie He, Lihui Wang, Tongyin Yang, Xue Meng, Jin Li, Jinjing Wang, Ping Huang, Rongpin Wang:
TGMIL: A hybrid multi-instance learning model based on the Transformer and the Graph Attention Network for whole-slide images classification of renal cell carcinoma. Comput. Methods Programs Biomed. 242: 107789 (2023) - [j3]Junjie He, Yunsong Peng, Bangkang Fu, Yuemin Zhu, Lihui Wang, Rongpin Wang:
msQSM: Morphology-based self-supervised deep learning for quantitative susceptibility mapping. NeuroImage 275: 120181 (2023) - 2022
- [j2]Zicong Ge, Liangfeng Tang, Yunsong Peng, Mingming Zhang, Jialong Tang, Xiaodong Yang, Yu Li, Zhongyi Wu, Gang Yuan:
Design of a rapid diagnostic model for bladder compliance based on real-time intravesical pressure monitoring system. Comput. Biol. Medicine 141: 105173 (2022) - [c1]Yunsong Peng, Jie Ren, Kai Gong:
Implementation of a High-precision TIME-aware Shaper in TSN. ICCCS 2022: 633-637 - 2021
- [j1]Jian Zheng, Haotian Sun, Shandong Wu, Ke Jiang, Yunsong Peng, Xiaodong Yang, Fan Zhang, Ming Li:
3D Context-Aware Convolutional Neural Network for False Positive Reduction in Clustered Microcalcifications Detection. IEEE J. Biomed. Health Informatics 25(3): 764-773 (2021) - [i1]Wenju Cui, Caiying Yan, Zhuangzhi Yan, Yunsong Peng, Yilin Leng, Chenlu Liu, Shuangqing Chen, Xi Jiang:
Bilinear pooling and metric learning network for early Alzheimer's disease identification with FDG-PET images. CoRR abs/2111.04985 (2021)
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