Dr. Matthias Wolf Profile

Dr. Matthias Wolf

Research Scientist at Siemens Healthineers

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Publications (10)

Proceedings Article | 27 February 2018 Paper

A deep-learning based automatic pulmonary nodule detection system

Yiyuan Zhao, Liang Zhao, Zhennan Yan, Matthias Wolf, Yiqiang Zhan

Proceedings Volume 10575, 1057537 (2018) https://doi.org/10.1117/12.2295368

KEYWORDS: Lung, Computed tomography, CAD systems, Computer-aided diagnosis

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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 | 18 March 2013 Paper

Learning-based image preprocessing for robust computer-aided detection

Laks Raghupathi, Pandu Devarakota, Matthias Wolf

Proceedings Volume 8670, 867034 (2013) https://doi.org/10.1117/12.2007925

KEYWORDS: Computer aided design, Computer aided diagnosis and therapy, Image filtering, Lung, Computed tomography, Medicine, Prototyping, Binary data, Diagnostics

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Proceedings Article | 23 February 2012 Paper

An intelligent pre-processing framework for standardizing medical images for CAD and other post-processing applications

Lakshminarasimhan Raghupathi, Pandu Devarakota, Matthias Wolf

Proceedings Volume 8315, 831536 (2012) https://doi.org/10.1117/12.911947

KEYWORDS: Image quality, Computer aided design, Computer aided diagnosis and therapy, Image filtering, IRIS Consortium, Medical imaging, Medicine, Prototyping, Computed tomography, Image analysis

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Proceedings Article | 28 February 2009 Paper

An adaptive knowledge-driven medical image search engine for interactive diffuse parenchymal lung disease quantification

Yimo Tao, Xiang Sean Zhou, Jinbo Bi, Anna Jerebkoa, Matthias Wolf, Marcos Salganicoff, Arun Krishnana

Proceedings Volume 7260, 726007 (2009) https://doi.org/10.1117/12.813848

KEYWORDS: Computed tomography, Tissues, Binary data, Lung, Emphysema, Feature extraction, Feature selection, Medical imaging, CAD systems, Computer aided diagnosis and therapy

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Proceedings Article | 11 March 2008 Paper

Robust segmentation of tubular structures in medical images

Rachid Fahmi, Anna Jerebko, Matthias Wolf, Aly Farag

Proceedings Volume 6914, 691443 (2008) https://doi.org/10.1117/12.770892

KEYWORDS: Image segmentation, Medical imaging, Blood vessels, 3D modeling, Image processing algorithms and systems, Tissues, Stars, Image processing, Natural surfaces, 3D image reconstruction

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Proceedings Article | 29 March 2007 Paper

Training a CAD classifier with correlated data

Murat Dundar, Balaji Krishnapuram, Matthias Wolf, Sarang Lakare, Luca Bogoni, Jinbo Bi, R. Bharat Rao

Proceedings Volume 6514, 65140H (2007) https://doi.org/10.1117/12.709536

KEYWORDS: Computer aided diagnosis and therapy, Computer aided design, Data modeling, Statistical modeling, Data mining, Algorithm development, Statistical analysis, Tumor growth modeling, Computed tomography, Solid modeling

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Proceedings Article | 29 March 2007 Paper

Efficient detection of polyps in CT colonography

Matthias Wolf, Pascal Cathier, Sarang Lakare, Murat Dundar, Luca Bogoni

Proceedings Volume 6514, 651408 (2007) https://doi.org/10.1117/12.709734

KEYWORDS: Colon, Virtual colonoscopy, Colorectal cancer, Computed tomography, Computer aided diagnosis and therapy, Scanners, Cancer, CAD systems, Detection and tracking algorithms

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Proceedings Article | 15 March 2006 Paper

A fast algorithm for body extraction in CT volumes

Grégoire Guétat, Jonathan Stoeckel, Matthias Wolf, Arun Krishnan

Proceedings Volume 6144, 61444C (2006) https://doi.org/10.1117/12.653847

KEYWORDS: Computed tomography, Convolution, Image segmentation, Databases, Abdomen, Scanners, Spine, Image processing, Motion models, Visual process modeling

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Proceedings Article | 10 March 2006 Paper

Computerized detection of pulmonary nodules using a combination of 3D global and local shape information based on helical CT images

Xiangwei Zhang, Jonathan Stockel, Matthias Wolf, Pascal Cathier, Geoffrey McLennan, Eric Hoffman, Milan Sonka

Proceedings Volume 6144, 61441V (2006) https://doi.org/10.1117/12.654285

KEYWORDS: Optical spheres, Computed tomography, 3D image processing, Spherical lenses, Lung, Computer aided diagnosis and therapy, Image segmentation, Computer aided design, CAD systems, Chest

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Showing 5 of 10 publications

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