Prof. Jun Ni

Department of Radiology, Carver College of Medicine

The University of Iowa, USA

Associate Professor

Email: [email protected]

College of Information Science and Technology

Shanghai Sanda University, China

Chair Professor

Email: [email protected]

Qualifications

1991 Ph.D., the University of Iowa, USA

1984 M.Sc., Shanghai Jiaotong University, China

1982 B.Sc., Harbin Engineering University, China

Publications  (selected)

1. Yu, H., & Ni, J. (2014). An improved ensemble learning method for classifying high-dimensional and imbalanced biomedicine data. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 11(4), 657–666.
2. Yu, H., Ni, J., Xu, S., et al. (2014). Estimating harmfulness of class imbalance by scatter matrix based class separability measure. Intelligent Data Analysis, 18(2), 203–216.
3. Li, Y., Yun, H., & Zhang, J., et al. (2013). 3D virtual bronchoscopy navigation system. In 2013 Seventh International Conference on Internet Computing for Engineering and Science. IEEE.
4. Yu, H., Hong, S., Yang, X., et al. (2013). Recognition of multiple imbalanced cancer types based on DNA microarray data using ensemble classifiers. BioMed Research International, 2013, Article 239628.
5. Yu, H., Ni, J., & Zhao, J. (2013). ACOSampling: An ant colony optimization-based undersampling method for classifying imbalanced DNA microarray data. Neurocomputing, 101, 309–318.
6. Shao, W., Ni, J., & Zhu, C. (2012). A hybrid method of image restoration and denoise of CT images. In 2012 Sixth International Conference on Internet Computing for Science and Engineering. IEEE.
7. Ni, J., Deng, J., & He, T., et al. (2011). Speedup performance analysis of parallel Katsevich algorithm for 3D CT image reconstruction. International Journal of Computational Science and Engineering, 6(3), 151–159.
8. Deng, J., Yu, H., & Ni, J., et al. (2009). Parallelism of iterative CT reconstruction based on local reconstruction algorithm. The Journal of Supercomputing, 48(1), 1–14.
9. Tan, X., Pan, H., & Han, Q., et al. (2009). Domain knowledge-driven association pattern mining algorithm on medical images. In 2009 Fourth International Conference on Internet Computing for Science and Engineering. IEEE.
10. Zhu, C., Ni, J., & Li, Y., et al. (2009). General tendencies in segmentation of medical ultrasound images. In 2009 Fourth International Conference on Internet Computing for Science and Engineering. IEEE.
11. Zhu, C., Ni, J., & Li, Y., et al. (2009). Speckle noise suppression techniques for ultrasound images. In 2009 Fourth International Conference on Internet Computing for Science and Engineering. IEEE.
12. Gu, F., Chen, H., & Ni, J. (2008). Protein structural class prediction based on an improved statistical strategy. BMC Bioinformatics, 9(Suppl 6), Article S5.
13. Lu, G., & Ni, J. (2008). Highlighting computations in bioscience and bioinformatics: Review of the Symposium of Computations in Bioinformatics and Bioscience (SCBB07). BMC Bioinformatics, 9(Suppl 6), Article S1.
14. Mishima, H., Lidral, A. C., & Ni, J. (2008). Application of the Linux cluster for exhaustive window haplotype analysis using the FBAT and Unphased programs. BMC Bioinformatics, 9(Suppl 6), Article S10.
15. Deng, J., Yu, H., & Ni, J., et al. (2006). A parallel implementation of the Katsevich algorithm for 3-D CT image reconstruction. The Journal of Supercomputing, 38(1), 35–47.
16. Deng, J., Yu, H., & Ni, J., et al. (2006). Parallelism of iterative CT algorithm based on local reconstruction. Developments in X-Ray Tomography V, 6318, 536–545.
17. He, T., Ni, J., & Deng, J., et al. (2006). Deployment of one-sided communication technique for parallel computing in Katsevich CT image reconstruction. In First International Multi-Symposiums on Computer and Computational Sciences. IEEE.
18. He, T., Ni, J., & Wang, G. (2006). A heterogeneous Windows cluster system for medical image reconstruction. In First International Multi-Symposiums on Computer and Computational Sciences. IEEE.
19. Ni, J., Deng, J., & Yu, H., et al. (2006). Analysis of performance evaluation of parallel Katsevich algorithm for 3-D CT image reconstruction. In First International Multi-Symposiums on Computer and Computational Sciences. IEEE.
20. Ni, J., Li, X., & He, T., et al. (2006). Review of parallel computing techniques for computed tomography image reconstruction. Current Medical Imaging Reviews, 2(4), 405–414.

Profile Details

https://scholar.google.com/citations?user=F4IpGtMAAAAJ&hl=en

WOS ResearcherID: AAE-5454-2022