Mr. Gianmarco Santini Profile

Gianmarco Santini

at KEOSYS

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Publications (3)

Proceedings Article | 15 February 2021 Poster + Presentation + Paper

Comparison between threshold-based and deep learning-based bone segmentation on whole-body CT images

Noémie Moreau, Caroline Rousseau, Constance Fourcade, Gianmarco Santini, Ludovic Ferrer, Marie Lacombe, Camille Guillerminet, Pascal Jezequel, Mario Campone, Nicolas Normand, Mathieu Rubeaux

Proceedings Volume 11597, 115972U (2021) https://doi.org/10.1117/12.2580892

KEYWORDS: Image segmentation, Bone, Computed tomography, Visualization, Heart

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Proceedings Article | 15 February 2021 Poster + Presentation + Paper

Automatic classification of benign and malignant kidney masses using radiomics. A retrospective study exploiting the KiTS19 dataset

Gianmarco Santini, Yvon Nzoughet Obame, Constance Fourcade, Noémie Moreau, Mathieu Rubeaux

Proceedings Volume 11596, 115962K (2021) https://doi.org/10.1117/12.2579901

KEYWORDS: Kidney, Tumors, Tumor growth modeling, Tissues, Neural networks, Feature selection, Feature extraction, Convolutional neural networks

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Proceedings Article | 3 November 2020 Paper

Unpaired PET/CT image synthesis of liver region using CycleGAN

Gianmarco Santini, Constance Fourcade, Noémie Moreau, Caroline Rousseau, Ludovic Ferrer, Marie Lacombe, Vincent Fleury, Mario Campone, Pascal Jézéquel, Mathieu Rubeaux

Proceedings Volume 11583, 115830T (2020) https://doi.org/10.1117/12.2576095

KEYWORDS: Liver, Data modeling, Medical imaging, Image processing

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