Dr. Bruno Stankoff Profile

Dr. Bruno Stankoff

at Institut du Cerveau et de la Moelle Épinière

SPIE Involvement:

Author

Publications (4)

Proceedings Article | 2 April 2024 Presentation + Paper

Generating PET-derived maps of myelin content from clinical MRI using curricular discriminator training in generative adversarial networks

Théodore Soulier, Mariem Hamzaoui, Milena Sales Pitombeira, Daniele De Paula Faria, Arya Yazdan-Panah, Matteo Tonietto, Claire Leroy, Michel Bottlaender, Benedetta Bodini, Ninon Burgos, Nicholas Ayache, Olivier Colliot, Bruno Stankoff

Proceedings Volume 12926, 129260S (2024) https://doi.org/10.1117/12.3004975

KEYWORDS: Education and training, Positron emission tomography, Magnetic resonance imaging, Multiple sclerosis, White matter, Scanners, Neurological disorders, In vivo imaging, Gallium nitride, Design and modelling

Read Abstract +

Proceedings Article | 2 April 2024 Presentation + Paper

Automatic quality control of segmentation results using early epochs as data augmentation: application to choroid plexuses

Arya Yazdan-Panah, Bruno Stankoff, Olivier Colliot

Proceedings Volume 12926, 129261C (2024) https://doi.org/10.1117/12.3006580

KEYWORDS: Quality control, Image segmentation, Education and training, Data modeling, Deep learning, Medical imaging, Brain, Visualization, Performance modeling, Multiple sclerosis

Read Abstract +

Proceedings Article | 4 April 2022 Presentation + Paper

Axial multi-layer perceptron architecture for automatic segmentation of choroid plexus in multiple sclerosis

Marius Schmidt-Mengin, Vito A. Ricigliano, Benedetta Bodini, Emanuele Morena, Annalisa Colombi, Maryem Hamzaoui, Arya Yazdan Panah, Bruno Stankoff, Olivier Colliot

Proceedings Volume 12032, 1203208 (2022) https://doi.org/10.1117/12.2612912

KEYWORDS: Image segmentation, Magnetic resonance imaging, 3D image processing, Brain, Transformers, Neural networks, Machine learning, Medical imaging

Read Abstract +

SPIE Journal Paper | 19 February 2019

Fluid-attenuated inversion recovery MRI synthesis from multisequence MRI using three-dimensional fully convolutional networks for multiple sclerosis

Wen Wei, Emilie Poirion, Benedetta Bodini, Stanley Durrleman, Olivier Colliot, Bruno Stankoff, Nicholas Ayache

JMI, Vol. 6, Issue 01, 014005, (February 2019) https://doi.org/10.1117/12.10.1117/1.JMI.6.1.014005

KEYWORDS: Magnetic resonance imaging, Visualization, Image segmentation, Medical imaging, Image processing, Convolutional neural networks, Tissues, Rutherfordium, Image enhancement, Convolution

Read Abstract +

View contact details

UPDATE YOUR PROFILE

Is this your profile? Update it now.

Sign into your SPIE.org account

Don’t have a profile and want one?

Create an account on SPIE.org

Keywords/Phrases

Search In:

Publication Years