Nicolas Toussaint

TL;DR: The MedINRIA software is a collection of tools that optimally exploit various types of data that provides state-of-the-art algorithms while keeping a user-friendly graph-ical interface and focuses on the features that make interactions with data even more intuitive.

TL;DR: This article presents a method to analyse the fibre architecture of the left ventricle (LV) using shape-based transformation into a normalised Prolate Spheroidal coordinate frame and shows the advantages of using curvilinear coordinates both for the anaylsis and the interpolation of cardiac DTI information.

TL;DR: This work proposes a method for the complete 3D reconstruction of cardiac fibre architecture in the left ventricular myocardium from sparse in vivo DTI slices, which is believed to be the first reconstruction of in vivo human 3D cardiac fibre structure.

TL;DR: NODDI provides tissue-specific microstructural metrics ofwhite-matter tract damage in YOAD, including NDI which correlates with focal cognitive deficits, and APOEε4 status is associated with different patterns of white-matter neurodegeneration.

TL;DR: The method is more consistent than human annotation and outperforms the state-of-the-art quantitatively in shadow segmentation and qualitatively in confidence estimation of shadow regions and is demonstrated by integrating shadow confidence maps into tasks such as ultrasound image classification, multi-view image fusion, and automated biometric measurements.