Dr. Bin Zheng
Professor at Univ of Oklahoma
SPIE Involvement:
Senior status | Author
Area of Expertise:
Computer-aided detection and diagnosis , Machine learning , Technology assessment , Medical image processing
Websites:
Profile Summary

I received a Bachelor and Master degree of Engineering in the major of Optical Engineering and Instrumentation from Shanghai Institute of Mechanical Engineering, China, and a doctoral degree of Electrical Engineering from University of Delaware, USA, in 1993.

During 1993 to 2013, I have been working in the Medical Imaging Research Center, University of Pittsburgh. My research interest and work focused on the development and evaluation of computer-aided detection and diagnosis (CAD) schemes of medical images that include mammograms and magnetic resonance image (MRI) for breast cancer, computed tomography (CT) images for lung diseases, and microscopic cytogenetic images for leukemia and cervical cancer. After joining the faculty in University of Oklahoma in May 2013, I continue my research work in the fields of developing and optimizing interactive CAD schemes that aim to provide clinicians “visual-aided” tools in cancer diagnosis, developing and validating the computerized biomarkers extracted from the biomedical images and electrical signals in order to help improve accuracy and reliability of assessing cancer prognosis and treatment efficacy.
Publications (125)

PROCEEDINGS ARTICLE | March 13, 2017
Proc. SPIE. 10138, Medical Imaging 2017: Imaging Informatics for Healthcare, Research, and Applications
KEYWORDS: Breast, Breast cancer, Tumors, Sensors, Computing systems, Control systems, Feature extraction, Biopsy, Dielectric spectroscopy, Mechanical engineering, Control systems design, Nipple, Evolutionary algorithms, Imaging informatics

PROCEEDINGS ARTICLE | March 13, 2017
Proc. SPIE. 10137, Medical Imaging 2017: Biomedical Applications in Molecular, Structural, and Functional Imaging
KEYWORDS: Breast, Biomedical optics, Cancer, Imaging systems, Electrodes, Resistance, Amplifiers, Data acquisition, Capacitance, Molecular spectroscopy, Resistors, Dielectric spectroscopy, Signal detection, Inductance, Voltage controlled current source

PROCEEDINGS ARTICLE | March 13, 2017
Proc. SPIE. 10138, Medical Imaging 2017: Imaging Informatics for Healthcare, Research, and Applications
KEYWORDS: Breast, Tumor growth modeling, Cancer, Breast cancer, Tissues, Databases, Image segmentation, Feature extraction, Mammography, Diagnostics and therapeutics, Spherical lenses, Nipple, Imaging informatics

PROCEEDINGS ARTICLE | March 13, 2017
Proc. SPIE. 10138, Medical Imaging 2017: Imaging Informatics for Healthcare, Research, and Applications
KEYWORDS: Breast, Medicine, Statistical analysis, Cancer, Breast cancer, Tumors, Magnetic resonance imaging, Image segmentation, Chromium, Feature extraction, Diagnostics and therapeutics, Statistical modeling, Performance modeling, Imaging informatics

PROCEEDINGS ARTICLE | March 13, 2017
Proc. SPIE. 10138, Medical Imaging 2017: Imaging Informatics for Healthcare, Research, and Applications
KEYWORDS: Image processing algorithms and systems, Computer aided diagnosis and therapy, Visualization, Tissues, Blood, Image segmentation, Image processing, Computed tomography, Skull, Computer-aided diagnosis, Brain

PROCEEDINGS ARTICLE | March 13, 2017
Proc. SPIE. 10138, Medical Imaging 2017: Imaging Informatics for Healthcare, Research, and Applications
KEYWORDS: Medicine, Oncology, Computer aided diagnosis and therapy, Cancer, Tissues, Signal attenuation, Databases, Image segmentation, Computed tomography, Spine, Computer-aided diagnosis, Pancreatic cancer, Ovarian cancer, Imaging informatics, Clinical trials

Showing 5 of 125 publications
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