PhyMRI-SR: Toward Physics-Aware MRI Image Super-Resolution

PhyMRI-SR: Toward Physics-Aware MRI Image Super-Resolution

MR super-resolution is reformulated as a physics-aware reconstruction problem that dynamically adapts resolution-SNR configurations using Gaussian splatting with prior-aware repres…

Hugging Face · Daily Papers ·Lihua Wei, Huatong Gao · ·▲ 1 upvotes

Este artigo está em destaque na seleção diária de papers do Hugging Face, curada pela comunidade de pesquisa em IA.

Autores: Lihua Wei, Huatong Gao, Jia Gong, Zhiyu Tan, Hao Li, Jun Liu

  • 1 upvotes da comunidade
  • Temas: Gaussian Splatting, Anatomical Structure Prior, Imaging System Prior, proton density, effective relaxation rate, biophysically plausible contrast

Resumo

Resumo original (em inglês), extraído do paper:

MR super-resolution is reformulated as a physics-aware reconstruction problem that dynamically adapts resolution-SNR configurations using Gaussian splatting with prior-aware representations and physics-constrained modeling.

Onde ler

compartilhar: