公开(公告)号：US20210374947A1

公开(公告)日：2021-12-02

申请号：US16883498

申请日：2020-05-26

Applicant: NVIDIA Corporation

Inventor： Hoo Chang Shin ,  Alvin Ihsani ,  Mani Swetha Mandava ,  Sharath Turuvekere Sreenivas ,  Christopher James Forster

IPC: G06T7/00 ,  G06N3/08 ,  G16H30/20 ,  G06K9/62

Abstract: Apparatuses, systems, and techniques to facilitate generation of one medical image from another medical image using one or more neural networks trained using a generative adversarial network (GAN) that utilizes a bidirectional encoder representations from transformers (BERT) as a discriminator. In at least one embodiment, one or more neural networks trained using a GAN comprising a BERT discriminator generate a positron emission tomography (PET) image from a magnetic resonance imaging (MRI) image.