Prof. 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 (151)

Proceedings Article | 15 March 2019
Proc. SPIE. 10954, Medical Imaging 2019: Imaging Informatics for Healthcare, Research, and Applications
KEYWORDS: Breast, Image fusion, Computer aided diagnosis and therapy, Tumor growth modeling, Cancer, Breast cancer, Feature extraction, Mammography, Machine learning, Performance modeling

Proceedings Article | 15 March 2019
Proc. SPIE. 10955, Medical Imaging 2019: Ultrasonic Imaging and Tomography
KEYWORDS: Image fusion, Computer aided diagnosis and therapy, Cancer, Tumors, Ultrasonography, Image segmentation, Feature extraction, Image analysis, Computer aided design, Mouse models

Proceedings Article | 15 March 2019
Proc. SPIE. 10953, Medical Imaging 2019: Biomedical Applications in Molecular, Structural, and Functional Imaging
KEYWORDS: Breast, Cancer, Breast cancer, Tissues, Feature extraction, Mathematics, Mammography, Machine learning, Computer aided design, Tissue optics

Proceedings Article | 15 March 2019
Proc. SPIE. 10955, Medical Imaging 2019: Ultrasonic Imaging and Tomography
KEYWORDS: Real time imaging, Tissues, Ultrasonography, Electrodes, Ultrasonics, Tomography, Transducers, Signal processing, Acoustic emission, Acoustics, Signal detection

Proceedings Article | 15 March 2019
Proc. SPIE. 10953, Medical Imaging 2019: Biomedical Applications in Molecular, Structural, and Functional Imaging
KEYWORDS: Visualization, Tissues, Blood, Image segmentation, Image analysis, Blood circulation, Artificial intelligence, Computer aided design, Neuroimaging, Brain

Showing 5 of 151 publications
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