Low-Field Portable MR Imaging to Evaluate Ventricular Volumes: A Single-Center Retrospective Study.
Vivek VelagapudiNathan S ArtzJohnston K FiteSherwin S ChanAdam G RousePublished in: AJNR. American journal of neuroradiology (2024)
This study assesses the efficacy of low-field portable MR imaging in measuring ventricular volumes in the pediatric population in the hospital setting. We compared portable and standard of care MR images from the same patient. The estimated ventricular volumes had excellent agreement with a mean bias of 2.06% by Bland-Altman analysis and a correlation of 0.99. From this initial data set, our results suggest that low-field, portable MR imaging is a promising technique for imaging and quantifying ventricular volumes.
Keyphrases
- left ventricular
- contrast enhanced
- heart failure
- catheter ablation
- healthcare
- low cost
- magnetic resonance imaging
- palliative care
- magnetic resonance
- high resolution
- deep learning
- computed tomography
- case report
- emergency department
- machine learning
- optical coherence tomography
- convolutional neural network
- big data
- artificial intelligence