METHOD AND SYSTEM FOR PREDICTING GENE PATHWAY USING GENE EXPRESSION PATTERN DATA AND PROTEIN INTERACTION DATA

Patent №

US 7,848,890

Granted

2010-12-07

Filed 2005

Owner

ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE

Lab

AI components

5

ml · nlp · vision · kr · evo

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11297008

Provided are a method and system for predicting pathways of genes that serve the same biological purpose using gene expression pattern data and protein interaction data. The method of predicting a gene pathway includes: a first step of generating partial pathways from gene expression pattern data by using a pathway extraction algorithm, and matching the partial pathways to express them as a graph; a second step of generating partial pathways from protein interaction data by using a pathway extraction algorithm, and matching the partial pathways to express them as a graph; and a third step of combining a graph made in the first step and a graph made in the second step by using a graph matching algorithm to make a combined graph.

AI classification

Knowledge representation0.99
Machine learning0.78
Evolutionary computation0.73
Natural language0.59
Vision0.53
AI hardware0.02
Planning0.00
Speech0.00

Ownership

ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE

assignment · 173390462

Assignors

JUNG, HO YOUL, SHIN, MI YOUNG, PARK, SUN HEE

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

From the same owner

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