Purpose One-table treatments with treatment imaging, preparation and delivery occurring at
one treatment couch, could increase patients' comfort and throughput for palliative …

A statistical learning technique that does not rely upon paired imaging information is
described herein. The technique may be computer-implemented and may be used in order …

Systems and methods include training a deep convolutional neural network (DCNN) to
reduce one or more artifacts using a projection space or an image space approach. In a …

Abstract Systems and methods include training a deep convolutional neural network
(DCNN) to reduce one or more artifacts using a projection space or an image space …

Implementations include receiving image data representa tive of images of items within a
physical environment and depicting defects in at least one item, providing one or more of a …

A generative adversarial network including a generator portion and a discriminator portion is
constructed. The network is configured such that the network operates to enhance intensity …

A method of reconstructing imaging data into a reconstructed image may include training a
generative adversarial network (GAN) to reconstruct the imaging data. The GAN may include …

2020-03-31 Assigned to VARIAN MEDICAL SYSTEMS INTERNATIONAL AG reassignment
VARIAN MEDICAL SYSTEMS INTERNATIONAL AG ASSIGNMENT OF ASSIGNORS …

Indications of sample machine learning models which create synthetic content items are
provided via programmatic inter faces. A representation of a synthetic content item produced …

A method, computer system, and a computer program product for generating one or more
realistic x-ray angiography (XA) images for deep learning is provided. The present invention …