Dr. Axel Saalbach Profile

Dr. Axel Saalbach

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Publications (13)

Proceedings Article | 3 April 2023 Presentation + Paper

Estimation of incomplete organ-coverage using 3D fully convolutional networks

Hrishikesh Deshpande, Axel Saalbach, Tim Harder, Edna Coetser, Shlomo Gotman, Thomas Buelow, Christian Wülker

Proceedings Volume 12464, 124641E (2023) https://doi.org/10.1117/12.2653986

KEYWORDS: Anatomy, Image segmentation, Education and training, Liver, Image quality, Spleen, Magnetic resonance imaging, Voxels, Kidney, Deep learning

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Proceedings Article | 15 February 2021 Presentation + Paper

Deep learning for the detection of landmarks in head CT images and automatic quality assessment

Hrishikesh Deshpande, Axel Saalbach, Tim Harder, Stewart Young, Thomas Buelow

Proceedings Volume 11596, 115960N (2021) https://doi.org/10.1117/12.2581810

KEYWORDS: Head, Computed tomography, Skull, Scanners, Optical spheres, Neural networks, Medicine, Image segmentation, Automatic control

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Proceedings Article | 2 March 2018 Presentation + Paper

Foveal fully convolutional nets for multi-organ segmentation

Tom Brosch, Axel Saalbach

Proceedings Volume 10574, 105740U (2018) https://doi.org/10.1117/12.2293528

KEYWORDS: Image segmentation, Network architectures, Image processing, Liver, Computed tomography, Kidney, Bladder, Feature extraction, 3D image processing, Medical imaging

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Proceedings Article | 2 March 2018 Paper

Orientation regression in hand radiographs: a transfer learning approach

Ivo M. Baltruschat, Axel Saalbach, Mattias Heinrich, Hannes Nickisch, Sascha Jockel

Proceedings Volume 10574, 105741W (2018) https://doi.org/10.1117/12.2291620

KEYWORDS: X-rays, X-ray imaging, Radiography, Medical imaging, Neural networks, Automatic alignment, X-ray detectors, Chest, Digital x-ray imaging, Digital imaging

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Proceedings Article | 21 March 2014 Paper

Failure analysis for model-based organ segmentation using outlier detection

Axel Saalbach, Irina Wächter Stehle, Cristian Lorenz, Jürgen Weese

Proceedings Volume 9034, 903408 (2014) https://doi.org/10.1117/12.2041922

KEYWORDS: Image segmentation, Failure analysis, Image processing, Reliability, Error analysis, Diagnostics, Medical imaging, Computed tomography, Sensors, Image quality

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Proceedings Article | 9 March 2010 Paper

Heterogeneity of kinetic curve parameters as indicator for the malignancy of breast lesions in DCE MRI

Thomas Buelow, Axel Saalbach, Martin Bergtholdt, Rafael Wiemker, Hans Buurman, Lina Arbash Meinel, Gillian Newstead

Proceedings Volume 7624, 76241H (2010) https://doi.org/10.1117/12.844365

KEYWORDS: Image segmentation, Breast, Magnetic resonance imaging, Tumors, Medical research, Scanners, Pathology, Diagnostics, Breast cancer, Tissues

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Proceedings Article | 9 March 2010 Paper

Filter learning and evaluation of the computer aided visualization and analysis (CAVA) paradigm for pulmonary nodules using the LIDC-IDRI database

Rafael Wiemker, Ekta Dharaiya, Amnon Steinberg, Thomas Buelow, Axel Saalbach, Torbjörn Vik

Proceedings Volume 7624, 76242U (2010) https://doi.org/10.1117/12.843797

KEYWORDS: Databases, Lung, Visualization, Image filtering, Computer aided diagnosis and therapy, Visual analytics, Computed tomography, Image segmentation, Image enhancement, Linear filtering

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Proceedings Article | 19 March 2009 Paper

Visual exploratory analysis of DCE-MRI data in breast cancer based on novel nonlinear dimensional data reduction techniques

Anke Meyer-Bäse, Sylvain Lespinats, Frank Steinbrücker, Axel Saalbach, Thomas Schlossbauer, Adrian Barbu

Proceedings Volume 7343, 73431A (2009) https://doi.org/10.1117/12.818296

KEYWORDS: Visualization, Visual analytics, Breast cancer, Medical imaging, Independent component analysis, Wavelets, Neural networks, Nanoengineering, Current controlled current source, Image processing

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Proceedings Article | 9 April 2007 Paper

Analysis of breast MRI data based on (topographic) independent and tree-dependent component analysis

Axel Saalbach, Oliver Lange, Tim Nattkemper, Anke Meyer-Baese

Proceedings Volume 6576, 65760A (2007) https://doi.org/10.1117/12.720728

KEYWORDS: Independent component analysis, Statistical analysis, Analytical research, Magnetic resonance imaging, Breast, Breast cancer, Visualization, Data modeling, Tissues, Image analysis

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Proceedings Article | 9 April 2007 Paper

Exploratory analysis of functional MRI data using HSOM and HTMP

Axel Saalbach, Oliver Lange, Anke Meyer-Baese

Proceedings Volume 6576, 657608 (2007) https://doi.org/10.1117/12.720730

KEYWORDS: Functional magnetic resonance imaging, Data modeling, Prototyping, Magnetic resonance imaging, Associative arrays, Brain mapping, Visualization, Statistical analysis, Distance measurement, Brain

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Proceedings Article | 23 February 2005 Paper

Spectral clustering for data categorization based on self-organizing maps

Axel Saalbach, Thorsten Twellmann, Tim Nattkemper

Proceedings Volume 5673, (2005) https://doi.org/10.1117/12.585857

KEYWORDS: Prototyping, Image retrieval, Image analysis, Visualization, Image processing algorithms and systems, Image segmentation, Object recognition, Data analysis, Algorithm development, Image processing

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Proceedings Article | 12 May 2004 Paper

Multiscale entropy analysis in dynamic contrast-enhanced MRI

Andreas Degenhard, Marc Mutz, Tim Nattkemper, Axel Saalbach, Thorsten Twellmann, Mark White, Michael Khazen, Linda Pointon, Martin Leach

Proceedings Volume 5370, (2004) https://doi.org/10.1117/12.534433

KEYWORDS: Tumors, Magnetic resonance imaging, Breast, 3D image processing, 3D acquisition, Breast cancer, Quantization, Cancer, Data acquisition, Volume rendering

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Proceedings Article | 5 May 2004 Paper

Visualization of multivariate image data using image fusion and perceptually optimized color scales based on sRGB

Axel Saalbach, Thorsten Twellmann, Tim Nattkemper, Mark White, Michael Khazen, Martin Leach

Proceedings Volume 5367, (2004) https://doi.org/10.1117/12.534419

KEYWORDS: Image fusion, Visualization, Image visualization, Tissues, Image analysis, Associative arrays, Principal component analysis, RGB color model, Medical imaging, Data fusion

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Showing 5 of 13 publications

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