On-device research index

arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

169,051 papers · 148 categories

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3 results for “free-breathing”

Model-based free-breathing cardiac MRI reconstruction using deep learned \& STORM priors: MoDL-STORMcs.LG

Framework uses DL and STORM priors for FBU cardiac MRI reconstruction.

problem Reconstructing FBU cardiac MRI from undersampled data.

method Model-based reconstruction with DL and STORM priors.

result Demonstrates potential for accelerating FBU cardiac MRI.

cardiac MRI free-breathing deep learning STORM undersampling

2018-07-10abs ↗pdf ↗

CNN-Based Invertible Wavelet Scattering for the Investigation of Diffusion Properties of the In Vivo Human Heart in Diffusion Tensor Imagingeess.IV

A CNN-based method improves DTI of the human heart, compensating for motion.

problem Signal loss due to heart motion in DTI.

method Invertible Wavelet Scattering using CNN.

result Effective motion compensation and improved fiber structures.

DTI Wavelet Scattering CNN In vivo Heart

2019-12-17abs ↗pdf ↗

Temporal Interpolation via Motion Field Predictionstat.ML

Navigated 2D multi-slice dynamic Magnetic Resonance (MR) imaging enables high contrast 4D MR imaging during free breathing and provides in-vivo observations for treatment planning and guidance. Navigator slices are vital for retrospective stacking of 2D data slices in this method. However, they also prolong the acquisi…

2018-04-12abs ↗pdf ↗