IMAGE QUALITY-GUIDED MAGNETIC RESONANCE IMAGING CONFIGURATION

摘要

Apparatus, systems, and methods for improved imaging device configuration are disclosed and described. An example apparatus includes a memory storing a first neural network that is trained to map image quality metrics to corresponding scan parameters. The example apparatus includes a processor configured to: receive specified image quality metrics; instruct the trained first neural network to generate scan parameters based on the specified image quality metrics to configure an imaging device for image acquisition; and instruct the imaging device to acquire one or more resulting images using the generated scan parameters.