Sep 9, 2022 · Abstract:Susceptibility tensor imaging (STI) is an emerging magnetic resonance imaging technique that characterizes the anisotropic tissue ...
We present DeepSTI, a method for STI reconstruction with data-driven priors. •. DeepSTI allows for STI from significantly fewer orientations than previous ...
DeepSTI is the first to achieve high quality results for in vivo human STI with fewer than six orientations. 1 Introduction. Susceptibility tensor imaging (STI) ...
In this work, we tackle these issues by proposing an image reconstruction algorithm for STI that leverages data-driven priors. Our method, called DeepSTI, ...
DeepSTI: Towards Tensor Reconstruction using Fewer Orientations in Susceptibility Tensor Imaging ... tensor imaging (STI) is a magnetic resonance imaging ...
Mar 25, 2024 · Our method, called DeepSTI, learns the data prior implicitly via a deep neural network that approximates the proximal operator of a regularizer ...
Sep 29, 2022 · Bibliographic details on DeepSTI: Towards Tensor Reconstruction using Fewer Orientations in Susceptibility Tensor Imaging.
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Dec 21, 2023 · The team's results appeared in Medical Image Analysis, as “DeepSTI: Towards tensor reconstruction using fewer orientations in susceptibility ...
In this work, we tackle these issues by proposing an image reconstruction algorithm for STI that leverages data-driven priors. Our method, ...
In this study, we aim to investigate whether a more accurate STI estimation for in vivo human brain can be achieved with phase data at only 6 orientations, ...