Segmentation, landmark detection and view classification using multi-task learning
US10910099B2 · kind B2 · utility
2Cited by
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13Claims
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Key dates
| Filing date | Feb 11, 2019 |
| Grant date | Feb 2, 2021 |
| Priority date | — |
| Expiry date | May 17, 2039 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06V2201/031
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
Medical image data may be applied to a machine-learned network learned on training image data and associated image segmentations, landmarks, and view classifications to classify a view of the medical image data, detect a location of one or more landmarks in the medical image data, and segment a region in the medical image data based on the application of the medical image data to the machine-learned network. The classified view, the segmented region, or the location of the one or more landmarks may be output.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.