Systems and methods for automatically tagging concepts to, and generating text reports for, medical images based on machine learning
US11087864B2 · kind B2 · utility
4Cited by
3References
19Claims
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Key dates
| Filing date | Dec 1, 2018 |
| Grant date | Aug 10, 2021 |
| Priority date | — |
| Expiry date | Jul 22, 2039 |
Classification
- Technology area (CPC Y)Emerging Cross-Sectional Technologies
- CPC primaryY02A90/10
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A system for assigning concepts to a medical image includes a visual feature module and a tagging module. The visual feature module is configured to obtain an image feature vector from the medical image. The tagging module is configured to apply a machine-learned algorithm to the image feature vector to assign a set of concepts to the image. The system may also include a text report generator that is configured to generate a written report describing the medical image based on the set of concepts assigned to the medical image.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.