Ting Xu

ABOUT

I am currently a research scientist at Konica Minolta Laboratory USA Inc. in Bay Area. I obtained my PhD in Computer Engineering from Lehigh University in 2016. My research area is deep learning and computer vision for cell biology. I worked with Prof. Xiaolei Huang and Prof. Dimitrios Vavylonis developing methods and tools for segmenting and tracking the dynamics of multi-dimensional biopolymer networks from 3D microscopy images and videos. I am the main developer of the SOAX software.

CV

EDUCATION

Ph.D. in Computer Engineering
Lehigh University
Dissertation: Model-based curvilinear network extraction and tracking toward quantitative analysis of biopolymer networks

2016

M.S. in Biomedical Engineering
University of Science and Technology of China

2009

B.S. in Electrical Engineering
University of Science and Technology of China

2005

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PROJECT

SOAX

An open source software extracting the geometry and topology of multidimensional curvilinear networks commonly found in biomedical images. For more information, please see SOAX website.

C++, Python, Boost, Qt, VTK, ITK, Eigen

BOOK CHAPTERS

T. Xu, C. Zhou, and X. Huang, "Model-based curvilinear network extraction toward quantitative microscopy", Biomedical Image Segmentation: Advances and Trends, CRC Press, 2016.

JOURNAL PUBLICATIONS

S. Wan, H. Lee, X. Huang, T. Xu, T. Xu, X. Zeng, Z. Zhang, Y. Sheikine, J. Connolly, J. Fujimoto, and C. Zhou, "Integrated local binary pattern texture features for classification of breast tissue imaged by optical coherence microscopy", Medical Image Analysis, 38:104-116, 2017

T. Xu, D. Vavylonis, F. Tsai, G. H. Koenderink, W. Nie, E. Yusuf, I-Ju Lee, J.-Q. Wu, and X. Huang, "SOAX: A software for quantification of 3D biopolymer networks", Scientific Reports 5, article 9081, 2015.

T. Xu, D. Vavylonis, X. Huang, "3D actin network centerline extraction with multiple active contours", Medical Image Analysis, 18(2):272-84, 2014.

F. Li, T. Xu, D. H. Nguyen, X. Huang, C. S. Chen, C. Zhou, "Label-free evaluation of angio-genic sprouting in microengineered devices using ultrahigh-resolution optical coherence microscopy", Journal of Biomedical Optics, 19(1), 016006-016006, 2014.

CONFERENCE PROCEEDINGS

T. Xu, F. Li, D. H. Nguyen, C. S. Chen, C. Zhou, X. Huang. "Delineating 3D angiogenic sprouting in OCT images via multiple active contours", MICCAI-MIAR, LNCS 8090, 231–240, 2013.

T. Xu, H. Li, T. Shen, N. Ojkic, D. Vavylonis, X. Huang. "Extraction and analysis of actin networks based on open active contour models", Biomedical Imaging: From Nano to Macro, 2011 IEEE International Symposium on, 1334–1340, 2011.

T. Xu, H. Li, T. Shen, D. Vavylonis, X. Huang. "Extraction and analysis of 3D cytoskeletal networks based on open active contour models", Molecular Biology of the Cell 22, Abstract 237, 2011.

CONTACT

xuting DOT bme AT gmail DOT com

SOCIAL LINKS

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