Mr. James D. Malley Profile

James D. Malley

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Publications (5)

Proceedings Article | 2 May 2003 Paper

Variance reduction for error estimation when classifying colon polyps from CT colonography

Ronald Summers, Meghan Miller, Anna Jerebko, James Malley

Proceedings Volume 5031, (2003) https://doi.org/10.1117/12.485803

KEYWORDS: Error analysis, Virtual colonoscopy, Statistical analysis, Colon, Medical imaging, Physiology, Imaging systems, Cancer

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Proceedings Article | 2 May 2003 Paper

Feature selection for computer-aided polyp detection using genetic algorithms

James Malley, Anna Jerebko, Ronald Summers, Meghan Miller

Proceedings Volume 5031, (2003) https://doi.org/10.1117/12.485796

KEYWORDS: Feature selection, Genetic algorithms, Computer aided diagnosis and therapy, Feature extraction, Error analysis, Virtual colonoscopy, Colon, Detection and tracking algorithms, Computer aided design, Colorectal cancer

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Proceedings Article | 24 April 2002 Paper

Multinetwork classification scheme for detection of colonic polyps in CT colonography data sets

Ronald Summers, Marek Franaszek, James Malley, Anna Jerebko

Proceedings Volume 4683, (2002) https://doi.org/10.1117/12.463584

KEYWORDS: Neural networks, Neurons, Colon, Virtual colonoscopy, Colorectal cancer, Image classification, Error analysis, Classification systems, Statistical analysis, Analytical research

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Proceedings Article | 20 May 1999 Paper

Fractal analysis of virtual endoscopy reconstructions

Ronald Summers, Lynne Pusanik, James Malley, Jeffrey Hoeg

Proceedings Volume 3660, (1999) https://doi.org/10.1117/12.349595

KEYWORDS: Fractal analysis, Endoscopy, Error analysis, Blood vessels, Computed tomography, Magnetic resonance imaging, Angiography, Signal to noise ratio, Magnetism, Visualization

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Proceedings Article | 24 June 1998 Paper

Automatic detection of endobronchial lesions using virtual bronchoscopy: comparison of two methods

Ronald Summers, Lynne Pusanik, James Malley

Proceedings Volume 3338, (1998) https://doi.org/10.1117/12.310909

KEYWORDS: Bronchoscopy, Computed tomography, 3D image processing, Convolution, Computer aided diagnosis and therapy, 3D modeling, Diagnostics, Image segmentation, Detection and tracking algorithms, Image filtering

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