Modeling biological effects of molecules using molecular property models
US7856321B2 · kind B2 · utility
13Cited by
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16Claims
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Assignee
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Key dates
| Filing date | Dec 14, 2005 |
| Grant date | Dec 21, 2010 |
| Priority date | — |
| Expiry date | Dec 14, 2025 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG16B40/00
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
Method, apparatus, and article of manufacture for modeling the biological effects of a molecule are disclosed. A machine learning application may be configured to process a set of training examples regarding a biological property of interest. Once trained, the machine learning application may be configured to generate a prediction regarding a property of interest for a test molecule. Embodiments of the invention provide a meta-model configured to generate a biological effect prediction for a molecule based on the predictions generated for the test molecule by a plurality of molecular property models.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.