Dr. Jianwu Xu Profile

Dr. Jianwu Xu

Post Doc at Univ of Chicago Medicine

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Publications (5)

Proceedings Article | 23 February 2012 Paper

Maximal partial AUC feature selection in computer-aided detection of hepatocellular carcinoma in contrast-enhanced hepatic CT

Jian-Wu Xu, Kenji Suzuki

Proceedings Volume 8315, 83150H (2012) https://doi.org/10.1117/12.910526

KEYWORDS: Feature selection, Feature extraction, Image segmentation, Computer aided diagnosis and therapy, Computed tomography, Databases, Nonlinear filtering, Liver, Digital filtering

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Proceedings Article | 23 February 2012 Paper

Computer-aided detection of polyps in CT colonography by means of AdaBoost

Jian-Wu Xu, Kenji Suzuki

Proceedings Volume 8315, 83150V (2012) https://doi.org/10.1117/12.912048

KEYWORDS: Computer aided diagnosis and therapy, Performance modeling, 3D modeling, Virtual colonoscopy, Solid modeling, Neural networks, Databases, Machine learning, Neurons

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Proceedings Article | 16 March 2011 Paper

Computer-aided detection of hepatocellular carcinoma in multiphase contrast-enhanced hepatic CT: a preliminary study

Jian-Wu Xu, Kenji Suzuki, Masatoshi Hori, Aytekin Oto, Richard Baron

Proceedings Volume 7963, 79630S (2011) https://doi.org/10.1117/12.878309

KEYWORDS: Image segmentation, Computed tomography, Computer aided diagnosis and therapy, Liver, Tumors, Feature extraction, Feature selection, Digital filtering, Image filtering

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Proceedings Article | 9 March 2010 Paper

Automated scheme for measuring polyp volume in CT colonography using Hessian matrix-based shape extraction and 3D volume growing

Kenji Suzuki, Mark Epstein, Jianwu Xu, Piotr Obara, Don Rockey, Abraham Dachman

Proceedings Volume 7624, 762423 (2010) https://doi.org/10.1117/12.843906

KEYWORDS: Image segmentation, Gold, Virtual colonoscopy, Computer aided diagnosis and therapy, 3D metrology, Databases, Computed tomography, Colon, Colorectal cancer, Cancer

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Proceedings Article | 9 March 2010 Paper

CT liver volumetry using geodesic active contour segmentation with a level-set algorithm

Kenji Suzuki, Mark Epstein, Ryan Kohlbrenner, Ademola Obajuluwa, Jianwu Xu, Masatoshi Hori, Richard Baron

Proceedings Volume 7624, 76240R (2010) https://doi.org/10.1117/12.843950

KEYWORDS: Liver, Computed tomography, Image segmentation, Anisotropic filtering, Image processing algorithms and systems, Image filtering, Gold, Transplantation, Standards development, Databases

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