Dr. Thomas J. Marini Profile

Dr. Thomas J. Marini

at Univ of Rochester Medical Ctr

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Publications (2)

Proceedings Article | 1 April 2024 Presentation + Paper

Developing an enhanced UNet-based architecture for breast tumor segmentation in ultrasound images

Donya Khaledyan, Thomas Marini, Avice O’Connell, Kevin Parker

Proceedings Volume 12932, 129320U (2024) https://doi.org/10.1117/12.3006770

KEYWORDS: Image segmentation, Ultrasonography, Data modeling, Breast, Tunable filters, Performance modeling, Medical imaging, Image sharpness, Statistical modeling, Education and training

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Proceedings Article | 6 March 2023 Paper

Automatic detection of lung ultrasound artifacts using a deep neural networks approach

Carlos Vasquez, Stefano Romero, Jose Zapana, Jesus Paucar, Thomas Marini, Benjamin Castaneda

Proceedings Volume 12567, 1256713 (2023) https://doi.org/10.1117/12.2670456

KEYWORDS: Ultrasonography, Lung, Video, Image segmentation, Neural networks, COVID 19, Machine learning

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