Nvidia patents web tool to customize medical AI pipelines
Nvidia describes a web-based platform that lets users build custom workflows for machine learning tasks. It allows facilities to select specific neural networks and processing steps to train or run AI models on local hardware.
In the filing’s own words
In various examples, a virtualized computing platform for advanced computing operations—including image reconstruction, segmentation, processing, analysis, visualization, and deep learning—may be provided. The platform may allow for inference pipeline customization by selecting, organizing, and adapting constructs of task containers for local, on-premises implementation. Within the task containers, machine learning models generated off-premises may be leveraged and updated for location specific implementation to perform image processing operations. As a result, and using the virtualized computing platform, facilities such as hospitals and clinics may more seamlessly train, deploy, and integrate machine learning models within a production environment for providing informative and actionable medical information to practitioners.
What exactly they claim (claim 1)
1. A web-based service, comprising: a user interface to allow one or more users of the web-based service to select one or more neural network data processing programs and one or more selected neural networks; and cause the web-based service to use the selected one or more neural networks to use information generated by the one or more selected neural network data processing programs to implement a sequence of processing operations, wherein the sequence of processing operations include any combination of: training the one or more selected neural networks, inferencing using the one or more selected neural networks, processing of data to be used to train the one or more selected neural networks, or processing of data generated by the one or more selected neural networks.
Facts
- Company
- Nvidia (NVIDIA Corporation)
- Official title
- VIRTUALIZED COMPUTING PLATFORM FOR INFERENCING, ADVANCED PROCESSING, AND MACHINE LEARNING APPLICATIONS
- Publication number
- US20260331260A1
- Application number
- 19548866
- Filed
- Feb 24, 2026
- Published
- Oct 22, 2026
- Inventors
- 9
- Claims
- 1
Classified under
G16H 30/20 Physics & computingG06F 9/45558 Physics & computingG06F 9/547 Physics & computingG06N 3/045 Physics & computingG06N 5/043 Physics & computingG06T 7/0012 Physics & computingMore from Nvidia in AI & software
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Summaries are simplified from the filing’s own abstract and first claim. A patent filing is not a product announcement.
Patent data and drawings: U.S. Patent and Trademark Office (USPTO). Nebula is not affiliated with or endorsed by the USPTO.