Dr. Karem Daiane Marcomini Profile

Dr. Karem Daiane Marcomini

Doctoral Candidate at Instituto de Ciências Matemáticas e de Computação

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Publications (8)

Proceedings Article | 4 April 2022 Poster + Paper

A deep learning approach for COVID-19 screening and localization on chest x-ray images

Karem Daiane Marcomini, Diego Armando Cardona Cardenas, Agma Juci Machado Traina, José Eduardo Krieger, Marco Antonio Gutierrez

Proceedings Volume 12033, 1203327 (2022) https://doi.org/10.1117/12.2613177

KEYWORDS: Opacity, Lung, Chest imaging, Sensors, Diagnostics, Binary data, Radiography, Machine learning, Image classification, Detection and tracking algorithms

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Proceedings Article | 4 April 2022 Poster + Paper

Evaluation of the impact of physical adversarial attacks on deep learning models for classifying covid cases

Erikson de Aguiar, Karem Marcomini, Felipe Quirino, Marco Gutierrez, Caetano Traina, Agma J. Traina

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

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Proceedings Article | 3 March 2017 Paper

Agreement between a computer-assisted tool and radiologists to classify lesions in breast elastography images

Karem Marcomini, Eduardo F. Fleury, Vilmar Oliveira, Antonio A. Carneiro, Homero Schiabel, Robert Nishikawa

Proceedings Volume 10134, 101342T (2017) https://doi.org/10.1117/12.2255001

KEYWORDS: Breast, Elastography, Breast cancer, Mammography, Color imaging, Databases, Ultrasonography, Diagnostics, Visualization, RGB color model, Visual analytics, Cancer

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Proceedings Article | 24 March 2016 Paper

Observer study to evaluate the simulation of mammographic calcification clusters

Maria A. Sousa, Karem Marcomini, Predrag Bakic, Andrew D.A. Maidment, Homero Schiabel

Proceedings Volume 9787, 97871D (2016) https://doi.org/10.1117/12.2217257

KEYWORDS: Mammography, Breast, Digital mammography, Breast cancer, Image quality, Tissues, Image analysis, Computer aided diagnosis and therapy, Digital imaging, Data acquisition

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Proceedings Article | 21 March 2016 Paper

Segmentation techniques evaluation based on a single compact breast mass classification scheme

Bruno R. Matheus, Karem Marcomini, Homero Schiabel

Proceedings Volume 9784, 978426 (2016) https://doi.org/10.1117/12.2217026

KEYWORDS: Image segmentation, Breast, Computer aided diagnosis and therapy, Classification systems, Digital mammography, Mammography, Databases, Image restoration, Image enhancement, Fuzzy logic, Neural networks, Image classification, Statistical analysis

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Proceedings Article | 18 March 2015 Paper

Investigating materials for breast nodules simulation by using segmentation and similarity analysis of digital images

Paula Siqueira, Karem Marcomini, Maria Sousa, Homero Schiabel

Proceedings Volume 9412, 94123F (2015) https://doi.org/10.1117/12.2082184

KEYWORDS: Image segmentation, Breast, Glasses, Databases, Mammography, Visualization, Computer aided diagnosis and therapy, Binary data, Digital mammography, Distortion

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Proceedings Article | 18 March 2014 Paper

Development of a computer tool to detect and classify nodules in ultrasound breast images

Karem Marcomini, Antonio Carneiro, Homero Schiabel

Proceedings Volume 9035, 90351O (2014) https://doi.org/10.1117/12.2043048

KEYWORDS: Image segmentation, Breast, Ultrasonography, Computer aided diagnosis and therapy, Feature extraction, Breast cancer, Visualization, Signal detection, Computer aided design, Image classification

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Proceedings Article | 28 February 2013 Paper

Quantitative evaluation of automatic methods for lesions detection in breast ultrasound images

Karem Marcomini, Homero Schiabel, Antonio Adilton Carneiro

Proceedings Volume 8670, 867027 (2013) https://doi.org/10.1117/12.2008056

KEYWORDS: Image segmentation, Breast, Ultrasonography, Image processing, Computer aided diagnosis and therapy, Mammography, Tissues, Digital signal processing, Bragg cells, Chromium

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Showing 5 of 8 publications

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