Paper Publications
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[1] Tiande Zhang#, Haowen Pang#, Yanan Wu, Shannan Chen, Wei Qian, Chuyang Ye, Yudong Yao, Patrice Monkam*, Shouliang Qi*, Generative Models for Medical Image Creation and Translation: A Systematic Review, Sensors, 2026, 26:862. (Q2, IF: 3.5, 中科院3区）.
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[2] Patrice Monkam; Xu Wang; Shuang Liu*; Wei Qian; Yudong Yao; Xin Shi, Shouliang Qi*, Deep Learning-Driven Innovations in Echocardiography: Taxonomy, Clinical Impact, Challenges, and Opportunities, Annals of Biomedical Engineering, https://doi.org/10.1007/s10439-025-03944-3. (Q1, IF: 5.4, 中科院3区）.
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[3] Shuiqing Zhao, Meihuan Wang, Xin Du, Jiaxuan Xu, Jie Feng, Wei Qian, Rongchang Chen, Zhenyu Liang*, Shouliang Qi*, A Self-training Framework for Semi-supervised Pulmonary Vessel Segmentation and Its Application in COPD, Journal of X-ray Science and Technology, 2026, 34(1):39-55. (Q2, IF: 1.7, 中科院4区）.
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[4] Yabin Zhang#, Jiumei Cai#, Chunxiao Cui, Shouliang Qi*, Dan Zhao*, Predicting Breast Cancer Response to Neoadjuvant Chemotherapy by Integrating Radiomic and Deep-learning Features from Early-and-peak Phases of DCE-MRI, BMC Cancer, 2025, 25:1747. (Q2, IF: 3.4, 中科院3区）.
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[5] Yifu Li, Xueping Yang, Meng Zhao, Jiangtao Wang, Yudong Yao, Wei Qian, Shouliang Qi*, Predicting Depression by Using a Novel Deep Learning Model and Video-audio-text Multimodal Data, Frontiers in Psychiatry, 2025, 16:1602650. (Q2, IF: 3.4, 中科院3区）.
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[6] Shannan Chen, Qingda Chen, Tongkang Zhang, Kaizhou Gao, Ronghui Ju, Peizhuo Zang, Shouliang Qi∗, GCB-Diff: Global context-aware and boundary-aware feature fusion based on diffusion model for medical image segmentation, Nurocomputing, 2025, 655: 131414 (Q1, IF: 6.5, 中科院2区）.
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[7] Shuiqing Zhao, Yanan Wu, Jiaxuan Xu, Mengqi Li, Jie Feng, Shuyue Xia, Rongchang Chen, Zhenyu Liang, Wei Qian, Shouliang Qi*, A DCT-UNet-based framework for pulmonary airway segmentation integrating label self-updating and terminal region growing, Physics in Medicine ad Biology, 2025, 70: 165014 (Q2, IF: 3.4, 中科院3区）.
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[8] Shang Li, Yanan Wu, Lingkai Liu, Tiande Zhang, Yu Sun, Jie Hou, Patrice Monkam, Wei Qian, Shouliang Qi*, MHASegNet: a multi-scale hybrid aggregation network of segmenting coronary artery from CCTA images, Journal of X-Ray Science and Technology, 2025, 33(5): 916-934. (Q2, IF: 1.7, 中科院4区）.
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[9] Changjin Zhuang, Yanan Wu, Qianqian Qi, Shuiqing Zhao, Yu Sun, Jie Hou, Benqiang Yang*, Shouliang Qi*, A Fully Automatic Pipeline of Identification, Segmentation, and Subtyping of Aortic Dissection from CT Angiography, Cardiovascular Engineering and Technology, 2025, 16: 465-480. (Q3, IF: 1.6, 中科院4区）.
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[10] Shannan Chen, Xuanhe Zhao, Yang Duan, Ronghui Ju, Peizhuo Zang*, Shouliang Qi*, M2FNet: Multi-modality Multi-level Fusion Network for segmentation of acute and sub-acute ischemic stroke, Complex & Intelligent Systems, 2025, 11:263. (Q1, IF: 5.0, 中科院2区）.