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

1 code implementation • 8 Sep 2021 • Marius Schmidt-Mengin, Vito A. G. Ricigliano, Benedetta Bodini, Emanuele Morena, Annalisa Colombi, Mariem Hamzaoui, Arya Yazdan Panah, Bruno Stankoff, Olivier Colliot

The conclusions of our paper are two-fold: 1) the studied deep learning methods could be useful tools to study CP in large cohorts of MS patients; 2)~Axial-MLP is a potentially viable alternative to convolutional neural networks for such tasks, although it could benefit from further improvements.

Learning Myelin Content in Multiple Sclerosis from Multimodal MRI through Adversarial Training

no code implementations • 21 Apr 2018 • Wen Wei, Emilie Poirion, Benedetta Bodini, Stanley Durrleman, Nicholas Ayache, Bruno Stankoff, Olivier Colliot

Multiple sclerosis (MS) is a demyelinating disease of the central nervous system (CNS).

Management