魏本征

   职称:教授

   研究方向:中西医结合影像学研究、医学人工智能、计算医学、机器学习和医学信息工程

   电话:+86-532-58710633 ; +86-531-89628297

   通讯地址:山东省青岛市高新区河东路368号青岛蓝色生物医药产业园3号楼 山东中医药大学医学人工智能研究中心

   邮编:266112

   电子邮件:wbz99(At)sina.com


 

• Zhongyi Han, Benzheng Wei*, Xiaoming Xi, Bo Chen, YilongYin, ShuoLi. Unifying Neural Learning and Symbolic Reasoning for Spinal Medical Report Generation[J], Medical Image Analysis, Available online 21 October 2020, 101872. https://doi.org/10.1016/j.media.2020.101872

Zhongyi Han, Benzheng Wei*, Yanfei Hong, Tianyang Li, Jinyu Cong, Xue Zhu, Haifeng Wei, Wei Zhang.Accurate Screening of COVID-19 using Attention Based Deep 3D Multiple Instance Learning[J], IEEE Transactions on Medical Imaging, vol. 39, no. 8, pp. 2584-2594, Aug. 2020, DOI:10.1109/TMI.2020.2996256.

• Tianyang Li, Benzheng Wei*Jinyu Cong, Yanfei Hong, Shuo Li. Direct estimation of left ventricular ejection fraction via a cardiac cycle feature learning architecture[J], Computers in Biology and Medicine, Volume 118, March 2020, 103659, https://doi.org/10.1016/j.compbiomed.2020.103659;

Code: https://github.com/imlucaslee/Cardiac_cycle_feature_learning_architecture. (March 2020)

•  Yanfei Hong, Benzheng Wei*, Zhongyi Han, Xiang Li, Yuanjie Zheng, Shuo Li. MMCL-Net: Spinal Disease Diagnosis in Global Mode using Progressive Multi-task Joint Learning[J], Neurocomputing, https://doi.org/10.1016/j.neucom.2020.01.112.(Available online 28 February 2020.)

• Tianyang Li, Benzheng Wei*, Jinyu Cong, Xuzhou Li, Shuo Li. S3egANet:3D Spinal Structures Segmentation via Adversarial Nets[J], IEEE Access, vol. 8, pp. 1892-1901, 2020. https://www.doi.org/10.1109/ACCESS.2019.2962608. (Published: 26 December 2019)

• Zhongyi Han, Hongbo Wu, Benzheng Wei*, Yilong Yin, Shuo Li.  Recursive narrative alignment for movie narrating[J], Science China Information Sciences, volume63, 174101 (2020). https://doi.org/10.1007/s11432-018-9908-4. (Published: 16 September 2019)

• Zhongyi Han, Benzheng Wei*, Ashley Mercado, Stephanie Leung, Shuo Li, Spine-GAN: Semantic segmentation of multiple spinal structures [J], Medical Image Analysis, Volume 50, 2018, Pages 23-35, ISSN 1361-8415, https://doi.org/10.1016/j.media.2018.08.005.

• Zhongyi Han, Benzheng Wei*, Stephanie Leung, Jonathan Chung, Shuo Li. Towards Automatic Report Generation in Spine Radiology using Weakly Supervised Framework [C], Medical Image Computing and Computer-Assisted Intervention (MICCAI 2018), 21st International Conference, Granada, Spain, September 16–20, 2018, Proceedings, LNCS 11073, Part IV: pp.185–85– 193.https://doi.org/10.1007/978-3-030-00937-3_22.

• Benzheng Wei, Gan Jie, Yin Yilong. Medical Image Registration Based on Mutual Information Entropy Combined with Edge Correlation Feature[J], Journal of Data Acquisition and Processing, Vol.33, No.2, Mar. 2018, PP248-258. DOI:10.16337/j.1004-9037.2018.02.007 (In Chinese).

• Zhongyi Han, Benzheng Wei*, Stephanie Leung, IIanit Ben Nachum, David Laidley, Shuo Li. Automated Pathogenesis-Based Diagnosis of Lumbar Neural Foraminal Stenosis via Deep Multiscale Multitask Learning [J], Neuroinformatics, http://dx.doi.org/10.1007/s12021-018-9365-1

• Benzheng Wei, Yuanjie Zheng, and Kuixing Zhang. An fMCMC Medical Image Segmentation Algorithm[J], Journal of Medical Imaging and Health Informatics, Volume 7, Number 5 ( September 2017) pp.919-1113.DOI: 10.1166/jmihi.2017.2137.

• Jinyu Cong, Benzheng Wei, Yunlong He, Yilong Yin and Yuanjie Zheng. A Selective Ensemble Classification Method Combing Mammography Images with Ultrasound Images for Breast Cancer Diagnosis[J], Computational and Mathematical Methods in Medicine, Volume 2017 (2017), Article ID 4896386, 7 pages https://doi.org/10.1155/2017/4896386

• Zhongyi Han, Benzheng Wei, Yuanjie Zheng, Yilong Yin, Kejian Li and Shuo Li. Breast Cancer Multi-classification from Histopathological Images with Structured Deep Learning Model[J], Scientific Reports.DOI: 10.1038/s41598-017-04075-z.

• Benzheng Wei, Zhimin Zhao. A sub-pixel edge detection algorithm based on Zernike moments, The Imaging Science Journal[J], 2013, 61(5), pp:436-446.https://doi.org/10.1179/1743131X12Y.0000000024.

• Shiyong Ji, Benzheng Wei, Zhen Yu, Gongping Yang and Yilong Yin.A New Multi-stage Medical Segmentation Method Based on Super-pixel and Fuzzy Clustering[J], Computational and Mathematical Methods in Medicine, 2014, Volume 2014, Article ID 747549, 13 pages.DOI: 10.1155/2014/747549.

• Guibao Cao, Shuangling Wang, Benzheng Wei, Yilong Yin, Gongping Yang. A Hybrid Cnn-Rf Method for Electron Microscopy Images Segmentation[J], Journal of Biomimetics Biomaterials and Tissue Engineering, 2013,18(2), pp:114-122.DOI: 10.4172/1662-100X.1000114.

• Benzheng Wei, Zhimin Zhao. A sub-pixel edge detection algorithm based on Zernike moments[J], Imaging Science Journal,2013,61:436-446.https://doi.org/10.1179/1743131X12Y.0000000024.

Benzheng Wei, Zhimin Zhao, Peng Xin. Spatial Information Based Medical Image Registration using Mutual Information[J], Journal of Multimedia, 2011,6(3):236-244.DOI: 10.4304/jmm.6.3.236-243.

• Benzheng Wei, Zhimin Zhao, Peng Xin.A Novel Method of Medical image registration based on feature point mutual information and IPSO algorithm[J], Journal of Computational Information Systems, 2010,7(2):559-567.

• Benzheng Wei, Zhimin Zhao. An Improved Particle Swarm Optimization Algorithm Based K-means Clustering Analysis[J], Journal of Computational Information Systems, 2010,7(2):511-519.