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Prof. Caetano Traina
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Publications (4)
Proceedings Article | 4 April 2022 Poster + Paper
Evaluation of the impact of physical adversarial attacks on deep learning models for classifying covid cases
Proceedings Volume 12033, 120332P (2022) https://doi.org/10.1117/12.2611199
KEYWORDS: Statistical modeling, Performance modeling, Statistical analysis, Diagnostics, Medical imaging, Neural networks, Data modeling, X-rays, X-ray imaging, Visualization
Proceedings Article | 23 February 2012 Paper
A CAD system based on complex networks theory to characterize mass in mammograms
Carolina Y. Watanabe, Jonathan Ramos, Agma J. Traina, Caetano Traina
Proceedings Volume 8315, 831522 (2012) https://doi.org/10.1117/12.911609
KEYWORDS: Mammography, Image segmentation, Feature extraction, CAD systems, Computer aided diagnosis and therapy, Shape analysis, Solid modeling, Breast cancer, Image processing algorithms and systems, Computing systems
Proceedings Article | 4 March 2011 Paper
Integrating user profile in medical CBIR systems to answer perceptual similarity queries
Proceedings Volume 7963, 79630Q (2011) https://doi.org/10.1117/12.878095
KEYWORDS: Image retrieval, Profiling, Visualization, Feature extraction, Image processing, Lung, Medical imaging, Computed tomography, Content based image retrieval, Databases
Proceedings Article | 17 March 2008 Paper
A new method to efficiently reduce histogram dimensionality
Proceedings Volume 6915, 69152Y (2008) https://doi.org/10.1117/12.770512
KEYWORDS: Magnetic resonance imaging, Medical imaging, Image information entropy, Feature extraction, Image analysis, Image retrieval, Head, Databases, Image processing, Angiography
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