Dr. Gerardo Hermosillo Valadez Profile

Dr. Gerardo Hermosillo Valadez

Staff Scientist at Siemens Healthineers

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Publications (6)

Proceedings Article | 21 March 2014 Paper

Sparse appearance model-based algorithm for automatic segmentation and identification of articulated hand bones

Fitsum Reda, Zhigang Peng, Shu Liao, Yoshihisa Shinagawa, Yiqiang Zhan, Gerardo Hermosillo, Xiang Sean Zhou

Proceedings Volume 9034, 90341O (2014) https://doi.org/10.1117/12.2043262

KEYWORDS: Bone, Image segmentation, Statistical modeling, Computed tomography, Solid modeling, Mathematical modeling, Medical imaging applications, Magnetic resonance imaging, Distance measurement, Electrical engineering

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Proceedings Article | 18 March 2014 Paper

Adaptive geodesic transform for segmentation of vertebrae on CT images

Bilwaj Gaonkar, Liao Shu, Gerardo Hermosillo, Yiqiang Zhan

Proceedings Volume 9035, 903516 (2014) https://doi.org/10.1117/12.2043527

KEYWORDS: Image segmentation, Bone, Computed tomography, Image processing algorithms and systems, Tissues, 3D image processing, Medical imaging, Diagnostics, Detection and tracking algorithms, Pathology

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Proceedings Article | 18 March 2013 Paper

A method for automatic matching of multi-timepoint findings for enhanced clinical workflow

Laks Raghupathi, MS Dinesh, Pandu Devarakota, Gerardo Hermosillo Valadez, Matthias Wolf

Proceedings Volume 8670, 86700I (2013) https://doi.org/10.1117/12.2007929

KEYWORDS: Image registration, Lung, Computer aided design, Feature selection, Machine learning, Computed tomography, Medicine, Diagnostics, Cancer, CAD systems

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Proceedings Article | 27 March 2009 Paper

A comparison study of atlas-based image segmentation: the advantage of multi-atlas based on shape clustering

Xian Fan, Yiqiang Zhan, Gerardo Hermosillo Valadez

Proceedings Volume 7259, 725919 (2009) https://doi.org/10.1117/12.814157

KEYWORDS: Image segmentation, Statistical modeling, Performance modeling, Liver, Medical imaging, Computed tomography, Shape analysis, Statistical analysis, Image registration, Surgery

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Proceedings Article | 17 March 2008 Paper

Expanded pharmacokinetic model for population studies in breast MRI

Vandana Mohan, Yoshihisa Shinagawa, Bing Jian, Gerardo Hermosillo

Proceedings Volume 6915, 69150K (2008) https://doi.org/10.1117/12.770941

KEYWORDS: Magnetic resonance imaging, Tissues, Tumor growth modeling, Breast, Plasma, Nonlinear filtering, Solid modeling, Nipple, Data modeling, Image enhancement

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Proceedings Article | 10 March 2006 Paper

Automatic segmentation of vessels in breast MR sequences as a false positive elimination technique for automatic lesion detection and segmentation using the shape tensor

Gerardo Hermosillo, Xuguang Jiang

Proceedings Volume 6144, 61440I (2006) https://doi.org/10.1117/12.654010

KEYWORDS: Breast, Image segmentation, Image processing algorithms and systems, Detection and tracking algorithms, Magnetic resonance imaging, Binary data, Image enhancement, Computer aided diagnosis and therapy, Image processing, Image filtering

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Showing 5 of 6 publications

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