METHODS AND SYSTEMS FOR CHARACTERIZING A CELLULAR CONSTITUENT USING RESPONSE PROFILES

Patent №

US 8,412,460

Granted

2013-04-02

Filed 2010

Owner

Lab

AI components

2

ml · hardware

Assignment

None on record

Dataset

AIPD

2023_r1 edition

Application

12686311

The invention relates to methods and systems (e.g., computer systems and computer program products) for characterizing cellular constituents, particularly genes and gene products. In particular, the invention provides methods for assigning or determining the biological function of uncharacterized genes and gene products by using “response profiles,” i.e., measurements of pluralities of cellular constituents in cells having a modified gene or gene product, as phenotypic markers for the gene or gene product. Methods are provided for clustering such response profiles so that similar or correlated response profiles are organized into the same cluster. The invention also provides databases or “compendiums” of response profiles to which the response profile of an uncharacterized gene or gene product can compared.

Machine learningAI hardwareG16B 20/50C12Q 1/6809C12Q 1/6837C40B 30/04G01N 33/5005G16B 20/00G16B 25/10G16B 40/30+3 more

AI classification

AI hardware0.87
Machine learning0.85
Planning0.03
Knowledge representation0.03
Natural language0.01
Vision0.00
Speech0.00
Evolutionary computation0.00
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