SYSTEM, METHOD, AND COMPUTER SOFTWARE PRODUCT FOR GENOTYPE DETERMINATION USING PROBE ARRAY DATA

Patent №

US 8,200,440

Granted

2012-06-12

Filed 2008

Owner

AFFYMETRIX, INC.

Lab

AI components

3

vision · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12123463

An embodiment of a method of analyzing data from processed images of biological probe arrays is described that comprises receiving a plurality of files comprising a plurality of intensity values associated with a probe on a biological probe array; normalizing the intensity values in each of the data files; determining an initial assignment for a plurality of genotypes using one or more of the intensity values from each file for each assignment; estimating a distribution of cluster centers using the plurality of initial assignments; combining the normalized intensity values with the cluster centers to determine a posterior estimate for each cluster center; and assigning a plurality of genotype calls using a distance of the one or more intensity values from the posterior estimate.

VisionEvolutionary computationAI hardwareG16B 20/20G06F 30/327G06N 20/00G16B 20/00G16B 40/30G16B 20/10G16B 20/40G16B 25/00+1 more

AI classification

Vision1.00
AI hardware0.98
Evolutionary computation0.92
Machine learning0.40
Planning0.03
Knowledge representation0.00
Natural language0.00
Speech0.00

Ownership

AFFYMETRIX, INC.

assignment · 212400488

Assignors

HUBBELL, EARL A., CAWLEY, SIMON

On an employer assignment, the assignors are typically the inventors.

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