Enhanced multi-protocol analysis via intelligent supervised embedding (empravise) for multimodal data fusion
US9159128B2 · kind B2 · utility
3Cited by
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17Claims
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Key dates
| Filing date | Jan 13, 2012 |
| Grant date | Oct 13, 2015 |
| Priority date | — |
| Expiry date | Jun 4, 2032 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06V2201/031
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
The present invention provides a system and method for analysis of multimodal imaging and non-imaging biomedical data, using a multi-parametric data representation and integration framework. The present invention makes use of (1) dimensionality reduction to account for differing dimensionalities and scale in multimodal biomedical data, and (2) a supervised ensemble of embeddings to accurately capture maximum available class information from the data.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.