Dr. François-Xavier Carton Profile

Dr. François-Xavier Carton

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Publications (5)

Proceedings Article | 15 February 2021 Poster + Presentation + Paper

Realistic synthesis of brain tumor resection ultrasound images with a generative adversarial network

Mélanie Donnez, François-Xavier Carton, Florian Le Lann, Emmanuel De Schlichting, Matthieu Chabanas

Proceedings Volume 11598, 115982F (2021) https://doi.org/10.1117/12.2581911

KEYWORDS: Ultrasonography, Tumors, Neuroimaging, Brain, Surgery, Image-guided intervention, Image registration, Brain mapping

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Proceedings Article | 15 February 2021 Presentation + Paper

Multiclass segmentation of brain intraoperative ultrasound images with limited data

François-Xavier Carton, Jack Noble, Florian Le Lann, Bodil K. Munkvold, Ingerid Reinertsen, Matthieu Chabanas

Proceedings Volume 11598, 115980M (2021) https://doi.org/10.1117/12.2581861

KEYWORDS: Image segmentation, Ultrasonography, Neuroimaging, Brain, Tumors, Data modeling, Surgery, Tissues, Magnetic resonance imaging

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Proceedings Article | 16 March 2020 Presentation + Paper

Automatic segmentation of brain tumor in intraoperative ultrasound images using 3D U-Net

François-Xavier Carton, Matthieu Chabanas, Bodil K. Munkvold, Ingerid Reinertsen, Jack Noble

Proceedings Volume 11315, 113150S (2020) https://doi.org/10.1117/12.2549516

KEYWORDS: Tumors, Image segmentation, Brain, 3D modeling, Neuroimaging, Ultrasonography, Tissues, 3D image processing, Surgery, Image analysis

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SPIE Journal Paper | 18 February 2020

Automatic segmentation of brain tumor resections in intraoperative ultrasound images using U-Net

François-Xavier Carton, Matthieu Chabanas, Florian Le Lann, Jack Noble

JMI, Vol. 7, Issue 03, 031503, (February 2020) https://doi.org/10.1117/12.10.1117/1.JMI.7.3.031503

KEYWORDS: Image segmentation, Ultrasonography, Tumors, Brain, Neuroimaging, Tissues, Data modeling, 3D image processing, 3D modeling, Network architectures

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Proceedings Article | 8 March 2019 Presentation + Paper

Automatic segmentation of brain tumor resections in intraoperative ultrasound images

François-Xavier Carton, Jack Noble, Matthieu Chabanas

Proceedings Volume 10951, 109510U (2019) https://doi.org/10.1117/12.2513613

KEYWORDS: Image segmentation, Ultrasonography, Brain, Magnetic resonance imaging, Neuroimaging, Tumors, Image registration, Tissues, Surgery, Feature extraction, Convolutional neural networks

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