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 (141)

PROCEEDINGS ARTICLE | March 9, 2018
Proc. SPIE. 10573, Medical Imaging 2018: Physics of Medical Imaging
KEYWORDS: Breast, Cancer, Breast cancer, Tissues, Calibration, Electrodes, Skin, Mammography, Bismuth, Signal detection

PROCEEDINGS ARTICLE | March 9, 2018
Proc. SPIE. 10573, Medical Imaging 2018: Physics of Medical Imaging
KEYWORDS: Ultrasonography, Electrodes, Receivers, Ultrasonics, Tomography, Transducers, Acoustic emission, Acoustics, Signal detection, Prototyping

PROCEEDINGS ARTICLE | March 9, 2018
Proc. SPIE. 10573, Medical Imaging 2018: Physics of Medical Imaging
KEYWORDS: Breast, Tissues, Ultrasonography, X-rays, Diagnostics, Physics, Monte Carlo methods, Modeling and simulation, Mass attenuation coefficient

PROCEEDINGS ARTICLE | March 6, 2018
Proc. SPIE. 10579, Medical Imaging 2018: Imaging Informatics for Healthcare, Research, and Applications
KEYWORDS: Breast, Computer aided diagnosis and therapy, Cancer, Breast cancer, Magnetic resonance imaging, Image segmentation, Diagnostics, Machine learning, Image enhancement, Computer-aided diagnosis

PROCEEDINGS ARTICLE | March 6, 2018
Proc. SPIE. 10581, Medical Imaging 2018: Digital Pathology
KEYWORDS: Cancer, Breast cancer, Convolutional neural networks, Tissues, Pathology, Feature extraction, Image classification

PROCEEDINGS ARTICLE | March 6, 2018
Proc. SPIE. 10579, Medical Imaging 2018: Imaging Informatics for Healthcare, Research, and Applications
KEYWORDS: Breast, Tumor growth modeling, Cancer, Breast cancer, Data modeling, Tissues, Image segmentation, Feature extraction, Mammography, Machine learning

Showing 5 of 141 publications
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