Dr. Liset Vázquez Romaguera Profile

Dr. Liset Vázquez Romaguera

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Publications (3)

Proceedings Article | 3 April 2023 Presentation + Paper

Prediction of free-breathing 4DCT lung deformation using probabilistic motion auto-encoders

Samuel Kadoury, Emilie Ouraou, Liset Vazquez Romaguera, Marion Tonneau, Houda Bahig

Proceedings Volume 12466, 124660R (2023) https://doi.org/10.1117/12.2654050

KEYWORDS: Motion models, Lung, Deformation, 3D modeling, Data modeling, Radiotherapy, Lung cancer, Education and training, 4D CT imaging, Performance modeling

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Proceedings Article | 8 March 2019 Paper

Quantitative analysis of 4D MR volume reconstruction methods from dynamic slice acquisitions

Rosalie Plantefève, Samuel Kadoury, Liset Vázquez Romaguera

Proceedings Volume 10951, 1095137 (2019) https://doi.org/10.1117/12.2512312

KEYWORDS: Magnetic resonance imaging, Temporal resolution, Motion models, Liver, Data acquisition, Signal processing, Data modeling

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Proceedings Article | 3 March 2017 Paper

Left ventricle segmentation in cardiac MRI images using fully convolutional neural networks

Liset Vázquez Romaguera, Marly Guimarães Fernandes Costa, Francisco Perdigón Romero, Cicero Ferreira Fernandes Costa Filho

Proceedings Volume 10134, 101342Z (2017) https://doi.org/10.1117/12.2253901

KEYWORDS: Convolutional neural networks, Optimization (mathematics), Heart, Data modeling, Magnetism, Image segmentation, Neural networks, Machine learning, Cardiovascular magnetic resonance imaging, Image processing, Magnetic resonance imaging, Pathology, Image classification, Graphics processing units, Databases

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