Dr. Bin Zheng
Professor at Univ of Oklahoma
SPIE Involvement:
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 (157)

Proceedings Article | 16 March 2020 Paper
Proc. SPIE. 11314, Medical Imaging 2020: Computer-Aided Diagnosis
KEYWORDS: Image fusion, Oncology, Computer aided diagnosis and therapy, Tumor growth modeling, Cancer, Tumors, Surgery, Image segmentation, Machine learning, Computed tomography

Proceedings Article | 16 March 2020 Paper
Proc. SPIE. 11312, Medical Imaging 2020: Physics of Medical Imaging
KEYWORDS: Signal to noise ratio, Imaging systems, Spatial frequencies, Sensors, X-rays, Phase retrieval, Image quality, Modulation transfer functions, X-ray imaging, Prototyping

Proceedings Article | 3 March 2020 Paper
Proc. SPIE. 11241, Biophotonics and Immune Responses XV
KEYWORDS: Tumor growth modeling, Cancer, Breast cancer, Tumors, Tissues, Image classification, Performance modeling

Proceedings Article | 3 March 2020 Paper
Proc. SPIE. 11241, Biophotonics and Immune Responses XV
KEYWORDS: Image segmentation, Computed tomography, Cervical cancer

Proceedings Article | 2 March 2020 Paper
Proc. SPIE. 11318, Medical Imaging 2020: Imaging Informatics for Healthcare, Research, and Applications
KEYWORDS: Breast, Chest, Computer aided diagnosis and therapy, Tumor growth modeling, Cancer, Image segmentation, Feature extraction, Image analysis, Mammography, Computer aided design

Showing 5 of 157 publications
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