NON-METRIC TOOL FOR PREDICTING GENE RELATIONSHIPS FROM EXPRESSION DATA

Patent №

US 6,947,846

Granted

2005-09-20

Filed 2002

Owner

CALIFORNIA INSTITUTE OF TECHNOLOGY IN PASADENA, CALIFORNIA

Lab

AI components

4

ml · kr · planning · evo

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10289141

Techniques for processing gene expression data and predicting gene relationships are provided. More specifically, a method for processing gene expression ratios may include discretizing a first expression ratio for a first gene and a second expression ratio for a second gene for each of a plurality of experiments into one of three indications, calculating the probability that the combination of the discretized expression ratios for each of the plurality of experiments arises by random chance, and determining whether the first gene and the second gene are related.

AI classification

Planning0.99
Knowledge representation0.98
Evolutionary computation0.98
Machine learning0.59
Vision0.35
AI hardware0.07
Natural language0.00
Speech0.00

Ownership

CALIFORNIA INSTITUTE OF TECHNOLOGY IN PASADENA, CALIFORNIA

assignment · 138500906

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