Dr. Eliott Brion Profile

Dr. Eliott Brion

Postdoctoral Researcher at Univ Catholique de Louvain

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Publications (3)

SPIE Journal Paper | 5 April 2021 Open Access

Improved 3D U-Net robustness against JPEG 2000 compression for male pelvic organ segmentation in radiotherapy

Karim El Khoury, Martin Fockedey, Eliott Brion, Benoît Macq

JMI, Vol. 8, Issue 04, 041207, (April 2021) https://doi.org/10.1117/12.10.1117/1.JMI.8.4.041207

KEYWORDS: Image compression, Image segmentation, 3D image processing, Computed tomography, Rectum, Bladder, Fourier transforms, Medical imaging, 3D acquisition, Tolerancing

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Proceedings Article | 8 March 2019 Presentation + Paper

Using planning CTs to enhance CNN-based bladder segmentation on cone beam CT

Eliott Brion, Jean Léger, Umair Javaid, John Lee, Christophe De Vleeschouwer, Benoit Macq

Proceedings Volume 10951, 109511M (2019) https://doi.org/10.1117/12.2512791

KEYWORDS: Bladder, Image segmentation, Computed tomography, Convolutional neural networks, Radiotherapy, Image registration

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Proceedings Article | 3 March 2017 Presentation + Paper

Modeling patterns of anatomical deformations in prostate patients undergoing radiation therapy with an endorectal balloon

Eliott Brion, Christian Richter, Benoit Macq, Kristin Stützer, Florian Exner, Esther Troost, Tobias Hölscher, Luiza Bondar

Proceedings Volume 10135, 1013506 (2017) https://doi.org/10.1117/12.2251933

KEYWORDS: Principal component analysis, Motion models, Radiotherapy, Prostate cancer, Prostate, Cancer, Clouds, Tellurium, Data modeling, Statistical modeling, Error analysis, Tissues

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