High-Resolution Maps of Left Atrial Displacements and Strains Estimated with 3D Cine MRI using Online Learning Neural Networks

Christoforos Galazis, Samuel Shepperd, Emma JP Brouwer, Sandro Queirós, Ebraham Alskaf, Mustafa Anjari, Amedeo Chiribiri, Jack Lee, Anil Anthony Bharath, Marta Varela

Keywords: Left Atrium Mechanics, Deformation Estimation, MRI, Deep Neural Networks

TL;DR: From spatio-temporal voxel time series to estimation of structural deformations in order to understand heart biomechanics

Confirmation Of Submission Requirements: I submit a previously published paper. It was published in an archival peer–reviewed venue on or after September 8th 2024, I specify the DOI in the field below, and I submit the camera-ready version of the paper.

DOI: https://doi.org/TMI.2025.3526364

Submission Number: 96