Enhancing linguistic research through 2-mm isotropic 3D dynamic speech MRI optimized by sparse temporal sampling and low-rank reconstruction.

Riwei JinRyan K ShostedFangxu XingImani R GilbertJamie L PerryJonghye WooZhi-Pei LiangBradley P Sutton

Published in: Magnetic resonance in medicine (2022)

Three-dimensional dynamic images of the vocal tract structures during speech with high spatiotemporal resolution and axial coverage is capable of enhancing linguistic research, enabling visualization of soft tissue motions that are not possible with other modalities.

Keyphrases

soft tissue
magnetic resonance imaging
deep learning
hearing loss
high resolution
convolutional neural network
optical coherence tomography
diffusion weighted imaging
machine learning