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US 2020/0394459 A1Published application
Cell image synthesis using one or more neural networks
AssigneeNVIDIA Corporation
InventorsZiyue Xu, Xiaosong Wang, Hoo Chang Shin, Dong Yang, Holger Roth, Daguang Xu, Ling Zhang, Fausto Milletari
Life of this patent
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Abstract
Apparatuses, systems, and techniques to generate synthesized images including digital representations of groups of cells blended realistically with appropriate background images. In at least one embodiment, background image data and gene expression data are fused together to generate such a synthesized image using one or more neural networks.
Claims36
A processor, comprising:
- one or more arithmetic logic units (ALUs) to help generate one or more images of one or more cells based, at least in part, on genetic information associated with the one or more cells.
A system comprising:
- one or more memories to store genetic information associated with one or more cells;
- and
- one or more processors to help generate one or more images of the one or more cells based, at least in part, on the genetic information.
A method comprising:
- generating one or more images of one or more cells based, at least in part, on genetic information associated with the one or more cells;
- and
- storing the one or more images.
A processor comprising:
- one or more arithmetic logic units (ALUs) to help train one or more neural networks to be used to infer one or more images of one or more cells based, at least in part, on genetic information associated with the one or more cells.
A system, comprising:
- one or more memories to store genetic information associated with one or more cells;
- and
- one or more processors to train one or more neural networks to help infer one or more images of the one or more cells based, at least in part, on the genetic information.
A method comprising:
- training one or more neural networks to infer one or more images of one or more cells based, at least in part, on genetic information associated with the one or more cells;
- and
- storing the neural network.
Dependencies are inferred from the claim text.