Dr. Bibo Shi Profile

Dr. Bibo Shi

Research Associate at Duke Univ

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Publications (9)

Proceedings Article | 27 February 2018 Presentation + Paper

Anomaly detection for medical images based on a one-class classification

Qi Wei, Yinhao Ren, Rui Hou, Bibo Shi, Joseph Lo, Lawrence Carin

Proceedings Volume 10575, 105751M (2018) https://doi.org/10.1117/12.2293408

KEYWORDS: Medical imaging, Image classification, Mammography, Convolutional neural networks, Data modeling, Computer programming, Neural networks, Target detection, Statistical modeling, Machine learning

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Proceedings Article | 27 February 2018 Paper

Learning better deep features for the prediction of occult invasive disease in ductal carcinoma in situ through transfer learning

Bibo Shi, Rui Hou, Maciej Mazurowski, Lars Grimm, Yinhao Ren, Jeffrey Marks, Lorraine King, Carlo Maley, E. Shelley Hwang, Joseph Lo

Proceedings Volume 10575, 105752R (2018) https://doi.org/10.1117/12.2293594

KEYWORDS: Machine learning, Feature extraction, Feature selection, Breast cancer, Mammography, Image classification, Biopsy

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Proceedings Article | 27 February 2018 Presentation + Paper

Improving classification with forced labeling of other related classes: application to prediction of upstaged ductal carcinoma in situ using mammographic features

Rui Hou, Bibo Shi, Lars Grimm, Maciej Mazurowski, Jeffrey Marks, Lorraine King, Carlo Maley, E. Shelley Hwang, Joseph Lo

Proceedings Volume 10575, 105750R (2018) https://doi.org/10.1117/12.2293809

KEYWORDS: Computer aided diagnosis and therapy, Cancer, Breast cancer, Surgery, Mammography, Feature extraction, Performance modeling, Breast, Biopsy, Radiology

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Proceedings Article | 3 March 2017 Presentation + Paper

Prediction of occult invasive disease in ductal carcinoma in situ using computer-extracted mammographic features

Bibo Shi, Lars Grimm, Maciej Mazurowski, Jeffrey Marks, Lorraine King, Carlo Maley, E. Shelley Hwang, Joseph Lo

Proceedings Volume 10134, 101341I (2017) https://doi.org/10.1117/12.2255731

KEYWORDS: CAD systems, Digital mammography, Breast cancer, Breast, Feature extraction, Feature selection, Machine vision, Computer vision technology, Performance modeling, Tumor growth modeling

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Proceedings Article | 3 March 2017 Paper

Can upstaging of ductal carcinoma in situ be predicted at biopsy by histologic and mammographic features?

Bibo Shi, Lars Grimm, Maciej Mazurowski, Jeffrey Marks, Lorraine King, Carlo Maley, E. Shelley Hwang, Joseph Lo

Proceedings Volume 10134, 101342X (2017) https://doi.org/10.1117/12.2255847

KEYWORDS: Statistical analysis, Digital mammography, Breast cancer, Feature extraction, Core needle biopsy, Performance modeling, Data modeling

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Proceedings Article | 21 March 2014 Paper

Adaptive multi-scale total variation minimization filter for low dose CT imaging

Alexander Zamyatin, Gene Katsevich, Roman Krylov, Bibo Shi, Zhi Yang

Proceedings Volume 9034, 903426 (2014) https://doi.org/10.1117/12.2043841

KEYWORDS: Image filtering, Computed tomography, Diagnostics, Digital filtering, Anisotropic filtering, Gaussian filters, Image processing, Image quality standards, Medical research, Image denoising

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Proceedings Article | 19 March 2014 Paper

A combined local and global motion estimation and compensation method for cardiac CT

Qiulin Tang, Beshan Chiang, Akinola Akinyemi, Alexander Zamyatin, Bibo Shi, Satoru Nakanishi

Proceedings Volume 9033, 903304 (2014) https://doi.org/10.1117/12.2043492

KEYWORDS: Motion estimation, Arteries, Heart, Image registration, Beam propagation method, Computed tomography, Medical imaging, Visualization, Temporal resolution, Motion analysis

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Proceedings Article | 19 March 2014 Paper

Image registration for motion estimation in cardiac CT

Bibo Shi, Gene Katsevich, Be-Shan Chiang, Alexander Katsevich, Alexander Zamyatin

Proceedings Volume 9033, 90332E (2014) https://doi.org/10.1117/12.2043559

KEYWORDS: Image registration, Motion estimation, Image quality, Computed tomography, Arteries, Motion models, Reconstruction algorithms, X-ray computed tomography, Radon, Tolerancing

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Proceedings Article | 14 February 2012 Paper

Regularity-guaranteed transformation estimation in medical image registration

Bibo Shi, Jundong Liu

Proceedings Volume 8314, 83141W (2012) https://doi.org/10.1117/12.911083

KEYWORDS: Image registration, Medical imaging, Magnetic resonance imaging, Image analysis, Control systems, Image processing, Scanning probe microscopy, Neuroimaging, Biological research, Biomedical engineering

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Showing 5 of 9 publications

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