US Patent Issued to yoR Labs on Aug. 11 for "Synthetic augmentation based autoencoding neural network for speckle removal in intracardiac ultrasound imaging" (Oregon Inventor)

ALEXANDRIA, Va., Aug. 12 -- United States Patent no. 12,705,704, issued on Aug. 11, was assigned to yoR Labs Inc. (Beaverton, Ore.).

"Synthetic augmentation based autoencoding neural network for speckle removal in intracardiac ultrasound imaging" was invented by Anshumali Roy (Beaverton, Ore.).

According to the abstract* released by the U.S. Patent & Trademark Office: "The systems and methods generate synthetic speckle data. The system introduces speckle noise into a clean dataset of images. The system utilizes a machine learning model, such as a model with a convolutional autoencoder architecture, and trains the machine learning model on the synthetic training data. The system uses the trained machine learning model on intracardiac echoc...