OPTIMIZING CLUSTER BASED COHORTS TO SUPPORT ADVANCED ANALYTICS

Patent №

US 8,335,698

Granted

2012-12-18

Filed 2008

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

4

ml · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12054084

A computer implemented method, apparatus, and computer program product is provided for selecting subjects for treatment study cohorts. A set of selected dimensions for optimizing selection of subjects for a treatment cohort group and a control cohort group associated with a treatment study is identified. Attribute data associated with subjects in the pool of available subjects is clustered at the atomic level to form clustered cohort data. A set of optimized subjects from a pool of available subjects is selected using the clustered cohort data and the set of selected dimensions. Subjects in the set of optimized subjects are optimized across the set of selected dimensions. Each subject in the set of optimized subjects is assigned to the treatment cohort group or the control cohort group.

AI classification

Planning1.00
AI hardware0.99
Evolutionary computation0.97
Machine learning0.90
Knowledge representation0.12
Natural language0.05
Vision0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 206950856

Assignors

ANGELL, ROBERT LEE, FRIEDLANDER, ROBERT R., KRAEMER, JAMES R.

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

From the same owner

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