Results 211 to 220 of about 36,154 (265)

A Spatio‐Temporal Diffusion Model for Cardiac Real‐Time Imaging

open access: yesMagnetic Resonance in Medicine, Volume 95, Issue 6, Page 3574-3583, June 2026.
ABSTRACT Purpose Real‐time imaging of cardiac function is favorable due to shorter scan times and becomes necessary when arrhythmia or inability to hold breath leads to insufficient quality of electrocardiogram (ECG)‐gated Cartesian cine. However, comparable spatio‐temporal resolution can only be achieved in undersampled settings, which in turn demand ...
Oliver Schad   +8 more
wiley   +1 more source

Input Layer Regularization and Automated Regularization Hyperparameter Tuning for Myelin Water Estimation Using Deep Learning

open access: yesNMR in Biomedicine, Volume 39, Issue 6, June 2026.
We propose a novel deep learning algorithm for predicting the myelin water fraction from multiple gradient‐echo or spin‐echo pulse sequences arising in magnetic resonance relaxometry (MRR) measurements of the human brain. Our method incorporates both regularized nonlinear least squares and pure deep learning through a concatenation paradigm known as ...
Mirage Modi   +7 more
wiley   +1 more source

Comprehensive compensation of real-world degradations for robust single-pixel imaging. [PDF]

open access: yesLight Sci Appl
Liu Z   +7 more
europepmc   +1 more source

Real-world defocus deblurring via score-based diffusion models. [PDF]

open access: yesSci Rep
Li Y   +9 more
europepmc   +1 more source

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