Automatic uncertainty-based quality controlled T1 mapping and ECV analysis from native and post-contrast cardiac T1 mapping images using Bayesian vision transformer

Tewodros Weldebirhan Arega (1) , Stéphanie Bricq (2, 1) , François Legrand (2) , Alexis Jacquier (3) , Alain Lalande (2, 4) , Fabrice Meriaudeau (2)

1 CORES - Equipe CORES [ImViA - EA7535]
2 ImViA - Imagerie et Vision Artificielle [Dijon]
3 CRMBM - Centre de résonance magnétique biologique et médicale
4 Service de radiologie et d'Imagerie médicale diagnostique et thérapeutique (CHU de Dijon)

Domaines: Imagerie médicale; Intelligence artificielle [cs.AI]; Traitement des images [eess.IV]

Tewodros Weldebirhan Arega, Stéphanie Bricq, François Legrand, Alexis Jacquier, Alain Lalande, et al.. Automatic uncertainty-based quality controlled T1 mapping and ECV analysis from native and post-contrast cardiac T1 mapping images using Bayesian vision transformer. Medical Image Analysis, 2023, 86, pp.102773. ⟨10.1016/j.media.2023.102773⟩. ⟨hal-04429686⟩