Ultrasound imaging dataset acquisition for neural network training and associated devices, systems, and methods

Abstract

Ultrasound image devices, systems, and methods are provided. A medical ultrasound image system, comprising an communication interface in communication with an imaging device and configured to receive a first image representative of a subject's body from the imaging device while the imaging device is positioned at a first imaging position with respect to the subject's body; and transmit a motion control configuration for repositioning the imaging device from the first imaging position to a second imaging position; a processor in communication with the communication interface and configured to generate a database by associating the first image, the motion control configuration, and a score associated with the second imaging position and a target image view including a clinical property; and a storage device in communication with the processor and configured to store the database to facilitate training of a predictive network for aligning the imaging device to the target image view.