Mr. Samuel Stanley Profile

Samuel Stanley

at Washington Univ in St Louis

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Author

Publications (5)

Proceedings Article | 30 May 2019 Paper

A pyramid machine learning model for polyp classification via CT colonography

Weiguo Cao, Marc Pomeroy, Perry Pickhardt, Matthew Barish, Samuel Stanley, Hongbing Lu, Zhengrong Liang

Proceedings Volume 10950, 109502U (2019) https://doi.org/10.1117/12.2513068

KEYWORDS: Machine learning, Feature selection, Image enhancement, Image classification, Computer aided diagnosis and therapy, Virtual colonoscopy, Data modeling, Radiology, Biomedical engineering, Computer-aided diagnosis

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Proceedings Article | 30 May 2019 Presentation + Paper

A local geometrical metric-based model for polyp classification

Weiguo Cao, Marc Pomeroy, Perry Pickhardt, Matthew Barish, Samuel Stanly III, Zhengrong Liang

Proceedings Volume 10950, 1095014 (2019) https://doi.org/10.1117/12.2513056

KEYWORDS: Curium, Quantization, Data modeling, Computer aided diagnosis and therapy, Image classification, Mathematical modeling, Machine learning, Statistical analysis, Databases, Radiology

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Proceedings Article | 13 March 2019 Paper

Differentiation of polyps by clinical colonoscopy via integrated color information, image derivatives and machine learning

Yi Wang, Marc Pomeroy, Weiguo Cao, Yongfeng Gao, Edward Sun, Samuel Stanley III, Juan Carlos Bucobo, Zhengrong Liang

Proceedings Volume 10950, 109502Y (2019) https://doi.org/10.1117/12.2512578

KEYWORDS: RGB color model, Image classification, Machine learning, Feature extraction, Information fusion

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Proceedings Article | 13 March 2019 Paper

Texture feature analysis of neighboring colon wall for colorectal polyp classification

Marc Pomeroy, Almas Abbasi, Kevin Baker, Matthew Barish, Samuel Stanley, Kenneth Ng, Perry Pickhardt, Zhengrong Liang

Proceedings Volume 10950, 109502W (2019) https://doi.org/10.1117/12.2513154

KEYWORDS: Colon, Image classification, Colorectal cancer, Cancer, Tissues, Error control coding, Virtual colonoscopy, Feature extraction, Matrices, Receivers

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Proceedings Article | 13 March 2019 Paper

Polyp classification by Weber’s Law as texture descriptor for clinical colonoscopy

Yi Wang, Marc Pomeroy, Weiguo Cao, Yongfeng Gao, Edward Sun, Samuel Stanley, Juan Carlos Bucobo, Zhengrong Liang

Proceedings Volume 10950, 109502V (2019) https://doi.org/10.1117/12.2512756

KEYWORDS: RGB color model, Image classification, Feature extraction, Tissues, X-ray imaging, X-rays

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