System and method of evaluating neural networks to segment medical images
US12236606B2 · kind B2 · utility
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19Claims
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Key dates
| Filing date | May 26, 2020 |
| Grant date | Feb 25, 2025 |
| Priority date | — |
| Expiry date | Jun 6, 2041 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06V2201/03
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
The first objective comparison of automated and human segmentation of magnetic resonance images, or MRI, using a blinded controlled assessment study. Computers connected over a network divide duties including computerized segmenting of the images, manual segmenting of the images, comparison of the computer segmented images and the manually segmented images, and scoring of the images for accuracy. The scores are evaluated to update configuration parameters of a neural network.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.