Mr. Lucas E. Soares Profile

Lucas E. Soares

PhD Student at University of Sao Paulo

SPIE Involvement:

Author

Area of Expertise:

Image Processing , Medical Imaging , Digital Mammography

Publications (4)

Proceedings Article | 29 May 2024 Paper

Evaluating an image restoration pipeline for digital mammography across varied radiation exposures and microcalcification sizes using model observer analysis

Renann Brandão, Lucas Soares, Lucas Borges, Predrag Bakic, Anders Tingberg, Marcelo A. Vieira

Proceedings Volume 13174, 1317412 (2024) https://doi.org/10.1117/12.3026930

KEYWORDS: Image restoration, Signal detection, Signal to noise ratio, Mammography, Image quality, Quantum noise, Digital mammography, Molybdenum, Databases, Data modeling

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Proceedings Article | 29 May 2024 Paper

Customizable digital mammography database: on-demand generation with user-defined radiation dose and microcalcification cluster characteristics

Gregory Zanelato, Lucas Soares, Renann Brandão, Rodrigo Vimieiro, Renato Caron, Bruno Oliveira, Silvia M. P. Sabino, Lucas Borges, Marcelo A. Vieira

Proceedings Volume 13174, 131741C (2024) https://doi.org/10.1117/12.3023423

KEYWORDS: Databases, Image processing, Mammography, Digital mammography, Image quality, Digital imaging, Biomedical applications, Breast, Computer simulations, Image registration

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Proceedings Article | 3 April 2023 Poster + Paper

Assessing the impact of correlated noise in digital mammography: a virtual clinical trial

Lucas Soares, Renann Brandao, Lucas Borges, Renato Caron, Bruno Barufaldi, Andrew D. Maidment, Marcelo A. Vieira

Proceedings Volume 12467, 1246714 (2023) https://doi.org/10.1117/12.2654111

KEYWORDS: Image quality, Digital mammography, Quantum noise, Clinical trials, Image processing, Medical imaging

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Proceedings Article | 13 July 2022 Paper

Using virtual clinical trials to assess objective image quality metrics in the task of microcalcification localization in digital mammography

Lucas Soares, Lucas Borges, Bruno Barufaldi, Andrew D. A. Maidment, Marcelo A. C. Vieira

Proceedings Volume 12286, 1228603 (2022) https://doi.org/10.1117/12.2625745

KEYWORDS: Image quality, Image processing, Digital mammography, Signal to noise ratio, Mammography, Image analysis, Distortion, Clinical trials, Medical imaging, Image quality standards

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