荊宇泰

荊宇泰 Yu-Tai Ching 教授

經歷

Associate Dean, College of Computer Science, NCTU.
Associate Vice President, Office of International Affairs, NCTU
Professor, Dept. of Computer Science, NCTU

關於

研究興趣

Applying machine learning techniques to solve health related problems Medical/Biomedical Image Analysis Synchrotron X-ray Microscopy Computational Biology

實驗室

A. Journals
[1] *C. C. Cheng, *Y. T. Ching, P. H. Ko, and Y. Hwu, " Correction of center of rotation and projection angle in synchrotron X-ray computed tomography," Scientific Reports, 8(1), pp. 9984, Jun. 2018 (IF: 5.228; SCI ranking: 11.1%).
[2] G. W. He, T. Y. Wang, A. S. Chiang, and *Y. T. Ching. "Soma detection in 3D Images of Neurons using Machine Learning Technique." Neuroinformatics, 16(1), pp. 31-41, Jan. 2018 (IF: 2.864; SCI ranking: 14.4%).
[3] C. C. Cheng, C. C. Chien, H. H. Chen, Y. Hwu, and *Y. T. Ching, "Image Alignment for Tomography Reconstruction from Synchrotron X-ray Microscopic Images," PLoS ONE, 9(1). Jan. 2014 (IF: 3.057; SCI ranking: 17.5%).
[4] P. C. Lee, H. Y. He, C. Y. Lin, and *Y. T. Ching, H. T. Cline, "Computer Aided Alignment and Quantitative 4D Structural Plasticity Analysis of Neurons," Neuroinformatics, 11(2), pp. 249-257, Apr. 2013 (IF: 2.864; SCI ranking: 14.4%).
[5] P. C. Lee, C. C. Chuang, A. S. Chiang, and *Y. T. Ching, "High-throughput computer method for 3D neuronal structure reconstruction from the image stack of the Dorsophila brain and its applications," PLoS Comput. Biol., 8(9): e 1002658, Sep. 2012 (IF: 4.587; SCI ranking: 8.9%).
[6] *C. C. Chien, C. C. Cheng, H.H. Chen, Y. Hwu, Y.S. Chu, C. Petibois, A. Chen, Y. T. Ching, and G. Margaritondo, "X-ray microscopy and tomography detect the accumulation of bare and PEG-coated gold nanoparticles in normal and tumor mouse tissues," Analytical and Bioanalytical Chemistry, 404(5), pp. 1287- 1296, Jul. 2012 (IF: 3.125; SCI ranking: 20.0%).
[7] C. C. Cheng and *Y. T. Ching, "Real Time Adjustment of Transfer Function for Fourier Volume Rendering," Journal of Electronic Imaging, 20(4), pp. 043004-1 - 043004-11, Oct. 2011 (IF: 0.616; SCI ranking: 75.0%).
[8] *C. C. Chien, G. Zhang, Y. K. Hwu, P. Liu, W. Yue, J. Sun, Y. Li, H. Xue, C. H. Wang, N. Chen, C. H. Lu, T. K. Lee, Y. C. Yang, Y. T. Lu, Y. T. Ching, T. F. Shih, P. C. Yang, J. H. Je, and G. Margaritondo, "Detecting small lung tumors in mouse models by refractive-index microradiology," Analytical and Bioanalytical Chemistry, Vol. 401-3, pp. 827-835, Aug. 2011 (IF: 3.125; SCI ranking: 20.0%).
[9] *A. S. Chiang, C. Y. Lin, C. C. Chuang, H. M. Chang, C. H. Hsieh, C. W. Yeh, C. T. Shih, J. J. Wu, G. T. Wang, Y. C. Chen, C. C. Wu, G. Y. Chen, Y. T. Ching, P. C. Lee, C. Y. Lin, H. H. Lin, C. C. Wu, H. W. Hsu, Y. A. Huang, J. Y. Chen, H. J. Chiang, C. F. Lu, R. F. Ni, C. Y. Yeh, and J. K. Hwang, "Three-dimensional reconstruction of brainwide wiring networks in Drosophila at single cell resolution," Current Biology, 21(1), pp. 1- 11,Jan. 2011 (IF: 8.934; SCI ranking: 6.6%).

B. International Conferences
[1] G. W. He, M. H. Lin , and *Y. Tai. Ching, "Methods for Person Recognition and Abnormal Gait Detection Using Tri-axial Accelerometer and Gyroscope." The 2017 International Conference on Computational Science and Computational Intelligence (CSCI), 2017.
[2] Y. C. Chang, T. P. Chen, B. S. Yip, and *Y. T. Ching, "Using Multi-Sensor System for Measuring Finger Trembling, and Applied to Neurodegenerative Disease." The 2017 International Conference on Computational Science and Computational Intelligence (CSCI), 2017.
[3] *Y. T. Ching, G. W. He, C. C. Cheng, and Y. J. Yang, "Full model for sensors placement and activities recognition," ACM International Symposium on Wearable Computers and Ubicomp, 2017, Hawaii, USA.
[4] H. He, C. C. Cheng, Y. L. Chen, I. L, and *Y. T. Ching, "Cardiac cycle phase classification for four-dimensional imaging of zebrafish embryos," International Conference of the IEEE Engineering in Medicine and Biology Society, 2017, Jeju, Korea.
[5] C-C Cheng, P-H Li, and *Y-T Ching, "Acceleration of Iterative Tomographic Image Reconstruction by Reference-based Back Projection," SPIE Medical Imaging 2016, Feb. 2016.
[6] C-C Cheng, Y. Hwu, and *Y-T Ching, "High-Resolution and Large-Volume Tomography Reconstruction for X-Ray Microscopy," SPIE Medical Imaging 2016, Feb. 2016