基于多结节多语义分层注意力机制的早期肺癌辅助诊断,四川省自然科学基金项目,主持
气动大数据高维整合与可视化分析策略研究,军民融合研究院开放基金,主持
基于多语义任务与多标签增量学习的胸部影像辅助诊断研究,西南科技大学,主持
基于深度学习方法的智能X-ray气胸的精准定量评估,四川省科技厅,参与
基于临床数据中心的乳腺癌三级防治研究,四川省科技厅,参与
数据库软件改进及维护,国家科技工程重大专项子项目,参与
数据库应用研究与三维飞行可视表征,国家科技工程重大专项子项目,参与
数据库软件改进及完善,国家科技工程重大专项子项目,参与
近期论文(*代表通信作者,#代表共同一作)
1.Qingfeng Wang, Ying Zhou, Jun Huang*, Zhiqin Liu, Weidong Zhang, Qiyu Liu, Jie-Zhi Cheng, Cascaded-Recalibrated Multiple Instance Deep Model for Pathologic-Level Lung Cancer Prediction in CT Images, Computational Intelligence and Neuroscience, vol. 2022, pp.1-13, 2022. (SCI)
2. Qingfeng Wang, Ying Zhou, Jun Huang*, Zhiqin Liu, Ling Li, Weiyun Xu, and Jie-Zhi Cheng. Hierarchical Attention-Based Multiple Instance Learning Network for Patient-level Lung Cancer Diagnosis. IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2020. (CCF推荐的B类会议)
3. Qingfeng Wang#, Qiyu Liu#, Guoting Luo, Zhiqin Liu*, Jun Huang, Yuwei Zhou, Ying Zhou, Weiyun Xu and Jie-Zhi Cheng. Automated Segmentation and Diagnosis of Pneumothorax on Chest X-rays with Fully Convolutional Multi-Scale ScSE-DenseNet: A Retrospective Study. BMC Medical Informatics and Decision Making, 2020, 1-12. (SCI)
4. Qingfeng Wang; Jun Huang*; Zhiqin Liu; Jie-Zhi Cheng; Ying Zhou; Qiyu Liu; Yaobin Wang; Xuehai Zhou; Chao Wang; Higher-order Transfer Learning for Pulmonary Nodule Attribute Prediction in Chest CT Images, IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2019. (CCF推荐的B类会议)
5. Qingfeng Wang; Jie-Zhi Cheng*; Ying Zhou; Hang Zhuang; Changlong Li; Bo Chen; Zhiqin Liu; Jun Huang; Chao Wang; Xuehai Zhou*; Low-Shot Multi-label Incremental Learning for Thoracic Diseases Diagnosis, The 25th International Conference on Neural Information Processing (ICONIP), 2018. (CCF推荐的C类会议)
6. Qingfeng Wang; Jie-Zhi Cheng; Zhiqin Liu; Jun Huang; Qiyu Liu; Ying Zhou; Weiyun Xu; Chao Wang; Xuehai Zhou*; Multi-order Transfer Learning for Pathologic Diagnosis of Pulmonary Nodule Malignancy, IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2018. (CCF推荐的B类会议)
7. Qingfeng Wang; Xuehai Zhou; Chao Wang; Zhiqin Liu; Jun Huang; Ying Zhou; Changlong Li; Hang Zhuang; Jie-Zhi Cheng*; WGAN-Based Synthetic Minority Over-Sampling Technique: Improving Semantic Fine-Grained Classification for Lung Nodules in CT Images, IEEE Access, 2019, 7: 18450-18463. (SCI)
8. Guoting Luo, Zhiqin Liu*, Qingfeng Wang, Qiyu Liu, Ying Zhou, Weiyun Xu, Jun Huang, Jie Fu, Jie-Zhi Cheng. Fully convolutional multi-scale scse-densenet for automatic pneumothorax segmentation in chest radiographs. IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2019. (CCF推荐的B类会议)
9. He Xiao, Qingfeng Wang, Zhiqin Liu*, Jun Huang, Yuwei Zhou, Ying Zhou, and Weiyun Xu. CSABlock-based Cascade RCNN for Breast Mass Detection in Mammogram. IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2020. (CCF推荐的B类会议).
10. Jun Huang, He Xiao, Qingfeng Wang*, Zhiqin Liu, Bo Chen, Yaobin Wang, Ping Zhang, Ying Zhou. Local-Whole-Focus: Identifying Breast Masses and Calcified Clusters on Full-Size Mammograms. IEEE International Conference on Bioinformatics and Biomedicine(BIBM), 2022. (CCF推荐的B类会议)
11. Bo Xue, Zhiqin Liu*, Qingfeng Wang, Qin Tang, Jun Huang, and Ying Zhou. SNU-Net : a self-supervised deep learning method for pneumothorax segmentation on chest CT. IEEE International Symposium on Circuits and Systems (ISCAS), 2022. (CCF推荐的C类会议)
12. Bo Xue, Zhiqin Liu*, Qingfeng Wang, Qin Tang, Jun Huang, and Ying Zhou. Hybrid-Supervised Network for 3D Renal Tumor Segmentation in Abdominal CT. ICONIP, 2022. (CCF推荐的C类会议)
13. 罗国婷,刘志勤*,周莹,王庆凤,郑介志,刘启榆.基于密集卷积网络的X线气胸检测与定位[J].计算机应用, 2019,39(12):3541-3547.
14. 张驰名,王庆凤,刘志勤*,黄俊,周莹,刘启榆,徐卫云.基于深度迁移学习的肺结节辅助诊断方法[J]. 计算机工程, 2020,46(01):271-278.
15. 张驰名,王庆凤,刘志勤*,黄俊,陈波,付婕,周莹.基于深度学习的胸部常见病变诊断方法[J].计算机工程, 2020.
16. 肖禾,刘志勤*,王庆凤,黄俊,周莹,刘启榆,徐卫云.基于迁移学习的多视角乳腺肿块和钙化簇分类方法.计算机应用. 2020.
17. 周雨薇,刘志勤,王庆凤,黄俊,王耀彬,徐卫云.基于改进残差U-Net的乳腺肿块图像分割方法[J].西南科技大学学报, 2021, 36(02): 68-74.
18. 肖建英,刘志勤,王庆凤,黄俊,周莹.基于改进DenseUnet的腹膜后淋巴CT分割方法[J].西南科技大学学报.2022,37(03):60-69.
19. 谢宏彪,刘志勤,王庆凤*,黄俊,陈波,周莹.基于半监督的3D肝脏CT自动分割方法研究[J].计算机技术与发展(已录用).
20. 谢宏彪,刘志勤,王庆凤*,黄俊,陈波,周莹.基于多维网络的肝肿瘤CT图像半监督分割方法[J].计算机与数字工程(已录用).
21. 唐琴,刘志勤,王庆凤,黄俊,薛博,周莹.基于混合损失注意力的CT气胸自动分割与量化[J].计算机应用与软件.(已录用)