PATIENT DATA MINING

Patent №

US 8,949,079

Granted

2015-02-03

Filed 2009

Owner

SIEMENS MEDICAL SOLUTIONS USA, INC.

+1 more

Lab

AI components

4

ml · nlp · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12488083

The present invention provides a data mining framework for mining high-quality structured clinical information. The data mining framework includes a data miner that mines medical information from a computerized patient record (CPR) based on domain-specific knowledge contained in a knowledge base. The data miner includes components for extracting information from the CPR, combining all available evidence in a principled fashion over time, and drawing inferences from this combination process. The mined medical information is stored in a structured CPR which can be a data warehouse.

Machine learningNatural languageKnowledge representationPlanningG06F 16/30G06Q 10/10G16H 10/20G16H 10/60G16H 15/00G16H 40/20G16H 50/30G16H 50/50+5 more

AI classification

Natural language1.00
Planning1.00
Machine learning1.00
Knowledge representation1.00
Vision0.23
AI hardware0.15
Speech0.00
Evolutionary computation0.00

Ownership

SIEMENS MEDICAL SOLUTIONS USA, INC.

assignment · 250680567

SIEMENS CORPORATION

assignment · 250830166

Assignors

AMIES, CHRISTOPHER JUDE, NICULESCU, RADU STEFAN, RAO, R BHARAT, SANDILYA, SATHYAKAMA, WARRICK, THOMAS R

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

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