Dr. Gustavo Kunde Rohde Profile

Dr. Gustavo Kunde Rohde

at Carnegie Mellon Univ

SPIE Involvement:

Conference Program Committee | Author

Proceedings Article | 2 March 2018 Paper

Training classifiers with limited data using the Radon cumulative distribution transform

Cailey Fitzgerald, Liam Cattell, Gustavo Rohde

Proc. SPIE. 10574, Medical Imaging 2018: Image Processing

KEYWORDS: Radon, Liver, Medical imaging, Machine learning, Image classification, Radon transform, Classification systems

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Proceedings Article | 27 February 2018 Presentation + Paper

Detecting mammographically occult cancer in women with dense breasts using Radon Cumulative Distribution Transform: a preliminary analysis

Juhun Lee, Robert Nishikawa, Gustavo Rohde

Proc. SPIE. 10575, Medical Imaging 2018: Computer-Aided Diagnosis

KEYWORDS: Breast, Principal component analysis, Cancer, Breast cancer, Tissues, Mammography, Radon transform

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Proceedings Article | 21 March 2014 Paper

Quantifying and visualizing variations in sets of images using continuous linear optimal transport

Soheil Kolouri, Gustavo Rohde

Proc. SPIE. 9034, Medical Imaging 2014: Image Processing

KEYWORDS: Principal component analysis, Liver, Visual process modeling, Visualization, Tissues, Image segmentation, Image processing, Microscopy, Particles, Information visualization

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Proceedings Article | 20 March 2014 Paper

Novel computer-aided diagnosis of mesothelioma using nuclear structure of mesothelial cells in effusion cytology specimens

Akif Burak Tosun, Oleksandr Yergiyev, Soheil Kolouri, Jan Silverman, Gustavo Rohde

Proc. SPIE. 9041, Medical Imaging 2014: Digital Pathology

KEYWORDS: Computer aided diagnosis and therapy, Tissues, Image segmentation, Image processing, Pathology, Particles, Diagnostics, Biopsy, Cell biology, Mesothelioma

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Proceedings Article | 10 March 2006 Paper

Deformable registration of abdominal CT images: tissue stiffness constraints using B-splines

Jay West, Calvin Maurer, John Dooley, Gustavo Rohde

Proc. SPIE. 6144, Medical Imaging 2006: Image Processing

KEYWORDS: Liver, Tissues, Magnetic resonance imaging, Image processing, Image registration, Lung, Abdomen, Computed tomography, Neodymium, Electroluminescent displays

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Proceedings Article | 29 April 2005 Paper

Estimating intensity variance due to noise in registered images

Gustavo Rohde, Alan Barnett, Peter Basser, Carlo Pierpaoli

Proc. SPIE. 5747, Medical Imaging 2005: Image Processing

KEYWORDS: Diffusion weighted imaging, Data modeling, Magnetic resonance imaging, Image processing, Error analysis, Diffusion, Distortion, Image analysis, Image registration, Data analysis

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Proceedings Article | 29 April 2005 Paper

Measuring image similarity in the presence of noise

Gustavo Rohde, Carlos Berenstein, Dennis Healy

Proc. SPIE. 5747, Medical Imaging 2005: Image Processing

KEYWORDS: Image processing, Image registration, Medical imaging

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Proceedings Article | 29 April 2005 Paper

An automatic method for estimating noise-induced signal variance in magnitude-reconstructed magnetic resonance images

Lin-Ching Chang, Gustavo Rohde, Carlo Pierpaoli

Proc. SPIE. 5747, Medical Imaging 2005: Image Processing

KEYWORDS: Signal to noise ratio, Magnetic resonance imaging, Image segmentation, Error analysis, Diffusion, Magnetism, Interference (communication), Data acquisition, Monte Carlo methods, Data analysis

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Proceedings Article | 9 May 2002 Paper

Adaptive-bases algorithm for nonrigid image registration

Gustavo Rohde, Akram Aldroubi, Benoit Dawant

Proc. SPIE. 4684, Medical Imaging 2002: Image Processing

KEYWORDS: Image processing algorithms and systems, Tissues, Image segmentation, Luminescence, Heart, Image resolution, Image registration, Medical imaging, Tissue optics, Optimization (mathematics)

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Proceedings Article | 3 July 2001 Paper

Adaptive free-form deformation for interpatient medical image registration

Gustavo Rohde, Akram Aldroubi, Benoit Dawant

Proc. SPIE. 4322, Medical Imaging 2001: Image Processing

KEYWORDS: Image fusion, 3D acquisition, Detection and tracking algorithms, Magnetic resonance imaging, Image segmentation, Image resolution, Image registration, Medical imaging, Optimization (mathematics), 3D image processing

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Proceedings Article | 4 December 2000 Paper

Multiscale nonrigid data registration using adaptive basis functions

Thomas Dinsenbacher, Gustavo Rohde, Douglas Hardin, Akram Aldroubi, Benoit Dawant

Proc. SPIE. 4119, Wavelet Applications in Signal and Image Processing VIII

KEYWORDS: Neck, Data modeling, Magnetic resonance imaging, Image segmentation, Image registration, Medical imaging, Optical flow, Neuroimaging, Evolutionary algorithms, Brain

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