Dr. Juliana H. Catani Profile

Dr. Juliana H. Catani

at Univ. de São Paulo

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Author

Publications (3)

Proceedings Article | 13 March 2019 Paper

Exploratory learning with convolutional autoencoder for discrimination of architectural distortion in digital mammography

Helder C. de Oliveira, Carlos F. Melo, Juliana Catani, Nestor de Barros, Marcelo da Costa Vieira

Proceedings Volume 10950, 109502F (2019) https://doi.org/10.1117/12.2513021

KEYWORDS: Digital mammography, Mammography, Architectural distortion, Data modeling, Breast cancer, Computer aided diagnosis and therapy, Breast, Computer-aided diagnosis, Digital imaging

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Proceedings Article | 27 February 2018 Paper

Reduction of false-positives in a CAD scheme for automated detection of architectural distortion in digital mammography

Helder C. de Oliveira, Arianna Mencattini, Paola Casti, Eugenio Martinelli, Corrado di Natale, Juliana Catani, Nestor de Barros, Carlos F. E. Melo, Adilson Gonzaga, Marcelo A. Vieira

Proceedings Volume 10575, 105752P (2018) https://doi.org/10.1117/12.2293388

KEYWORDS: Image segmentation, Architectural distortion, Computer aided diagnosis and therapy, Volume rendering, Digital mammography, Mammography, Breast, Computing systems, Statistical analysis, Binary data

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Proceedings Article | 3 March 2017 Paper

A new texture descriptor based on local micro-pattern for detection of architectural distortion in mammographic images

Helder C. de Oliveira, Diego Moraes, Gustavo Reche, Lucas Borges, Juliana Catani, Nestor de Barros, Carlos F. Melo, Adilson Gonzaga, Marcelo A. Vieira

Proceedings Volume 10134, 101342U (2017) https://doi.org/10.1117/12.2255516

KEYWORDS: Architectural distortion, Mammography, Feature extraction, Breast, Computing systems, Image classification, Computer-aided diagnosis, Machine vision, Computer vision technology, Breast cancer, Tissues, Neurons, Digital mammography, Binary data, Neural networks

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