Artificial intelligence (ai)-based guidance for an ultrasound device to improve capture of echo image views

A system, comprising:

• a memory storing an artificial intelligence workflow instructions;
• one or more processors coupled to the memory, wherein when the artificial intelligence workflow instructions are executed cause the one or more processors to:
• receive a plurality of the echo images captured by a probe of an ultrasound device, the ultrasound device including a display and a user interface (UI) that displays the echo images to a user, the echo images comprising 2D images and Doppler modality images of a heart;
• process, by one or more neural networks, the echo images to continuously attempt to automatically classify the echo images by view type and generate corresponding classification confidence scores;
• simultaneously display the view type of the echo images in the UI of the ultrasound device along with the echo images;
• and
• display in the UI, feedback indications to the user including which directions to move the probe of the ultrasound device so the probe can be placed in a correct position to capture and successfully classify the echo images.

A non-transitory computer-readable medium containing program instructions for implementing artificial intelligence (AI)-based guidance for an ultrasound device to improve capture of echo image views, which when executed by a processor configure the processor for:

• receiving a plurality of the echo images captured by a probe of the ultrasound device, the ultrasound device including a display and a user interface (UI) that displays the echo images to a user, the echo images comprising 2D images and Doppler modality images of a heart;
• processing, by one or more neural networks, the echo images to continuously attempt to automatically classify the echo images by view type and generate corresponding classification confidence scores;
• simultaneously displaying the view type of the echo images in the UI of the ultrasound device along with the echo images;
• and
• displaying in the UI, feedback indications to the user including which directions to move the probe of the ultrasound device so the probe can be placed in a correct position to capture and successfully classify the echo images.