Invention Grant
- Patent Title: Method and system for statistical modeling of data using a quadratic likelihood functional
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Application No.: US14490577Application Date: 2014-09-18
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Publication No.: US10068327B2Publication Date: 2018-09-04
- Inventor: Amos Yahil
- Applicant: Siemens Medical Solutions USA, Inc.
- Applicant Address: US PA Malvern
- Assignee: Siemens Medical Solutions USA, Inc.
- Current Assignee: Siemens Medical Solutions USA, Inc.
- Current Assignee Address: US PA Malvern
- Main IPC: G06T5/00
- IPC: G06T5/00 ; G06T7/00 ; G06F17/18

Abstract:
A method and system are provided for constructing a model of a target object in a computer processor by receiving an input signal from a source, the input signal containing data describing the target object and a plurality of parameters, the input signal having a noise portion; selecting a group of initial parameters, estimating a nonparametric probability distribution function (pdf) comprising a linear combination of a set of square-integrable basis functions, computing a quadratic likelihood functional (QLF), evaluating a fit of the initial parameters to the data based on the QLF, iteratively optimizing the QLF by selecting a new group of parameters and evaluating the fit of the new group of parameters into a predetermined condition is achieved. Once an acceptable fit is achieved, an output of a model of the target object constructed using optimized parameters can be displayed.
Public/Granted literature
- US20150081262A1 METHOD AND SYSTEM FOR STATISTICAL MODELING OF DATA USING A QUADRATIC LIKELIHOOD FUNCTIONAL Public/Granted day:2015-03-19
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