Paper Publications
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[21] Caiwen Xu, Jie Feng, Yong Yue, Wangjun Cheng, Shouliang Qi*, Guojun Zhang*, A hybrid few-shot multiple-instance learning model predicting the aggressiveness of lymphoma in PET/CT images, Computer Methods and Programs in Biomedicine, 2024, 107872. (Q1, IF: 6.1, 中科院2区).
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[22] Runsheng Chang, Shouliang Qi*, Yanan Wu, Yong Yue, Xiaoye Zhang, Wei Qian, Nomograms Integrating CT Radiomic and Deep Learning Signatures Predict Overall Survival and Progression-free Survival in NSCLC Patients with Chemotherapy, Cancer Imaging, 2023, 23:101. (Q1, IF: 4.9, 中科院2区).
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[23] Tianhu Zhao, Shouliang Qi*, Baihua Zhang, Yanhua Wen, Yudong Yao, Wei Qian, Yubao Guan*, CLSSL-ResNet: Predicting malignancy of solitary pulmonary nodules from CT images by the chimeric label self-supervised learning, Journal of X-ray Science and Technology, 2023, 31:981-999. (Q2, IF: 3.0, 中科院4区).
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[24] Shannan Chen, Jinfeng Duan, Nan Zhang, Miao Qi, Jinze Li, Hong Wang, Rongqiang Wang, Ronghui Ju, Yang Duan*, Shouliang Qi*, MSA-YOLOv5: Multi-Scale Attention-based YOLOv5 for automatic detection of acute ischemic stroke from multi-modality MRI images, Computers in Biology and Medicine, 2023, 107471. (Q1, IF: 7.7, 中科院2区).
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[25] Meng Li, Mohamad Habes, Hans Grabe, Yan Kang*, Shouliang Qi*, John A. Detre*, Disconnectome associated with progressive white matter hyperintensities in aging: A virtual lesion study, Frontiers in Aging Neuroscience, 2023, 15:1237198. (Q2, IF: 4.8, 中科院2区).
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[26] Yanan Wu#, Haowen Pang#, Jing Shen#, Shouliang Qi*, Jie Feng, Yong Yue, Wei Qian, Jianlin Wu*, Radiological changes of lung and pulmonary lobes after lobectomy for lung cancer, Medical & Biological Engineering & Computing, 2023, https://doi.org/10.1007/s11517-023-02907-x. (Q2, IF: 3.2, 中科院3区).
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[27] Yanan Wu, Shuiqing Zhao, Shouliang Qi*, Jie Feng, Haowen Pang, Runsheng Chang, Long Bai, Mengqi Li, Shuyue Xia, Wei Qian, Hongliang Ren*, Two-stage contextual transformer-based convolutional neural network for airway extraction from CT images, Artificial Intelligence in Medicine, 2023, 143:102637 (Q1, IF: 7.5, 中科院1区).
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[28] Yanan Wu, Shouliang Qi*, Meihuan Wang, Shuiqing Zhao, Haowen Pang, Jiaxuan Xu, Long Bai, Hongliang Ren*, Transformer-based 3D U-Net for Pulmonary Vessel, Artery, and Vein Segmentation from CT images, Medical & Biological Engineering & Computing, 2023, https://doi.org/10.1007/s11517-023-02872-5. (Q2, IF: 3.2, 中科院3区).
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[29] Yanan Wu, Shouliang Qi*, Jie Feng, Haowen Pang, Jie Hou, Mengqi Li, Yingxi Wang, Shuyue Xia, Wei Qian, Attention-guided multiple instance learning for COPD identification: To combine the intensity and morphology, Biocybernetics and Biomedical Engineering, 2023, 43(3): 568-584. (Q1, IF: 6.4, 中科院2区).
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[30] Runsheng Chang, Shouliang Qi*, Yanan Wu, Yong Yue, Xiaoye Zhang, Yubao Guan, Wei Qian, A deep radiomic model based on sphere-shell partition for predicting chemotherapy response in lung cancer, Translational Oncology, 2023, 35:101719. (Q2, IF: 5.0, 中科院3区).