AUTOMATED MANAGEMENT OF MEDICAL DATA USING EXPERT KNOWLEDGE AND APPLIED COMPLEXITY SCIENCE FOR RISK ASSESSMENT AND DIAGNOSES

Patent №

US 8,554,580

Granted

2013-10-08

Filed 2009

Owner

CARDIOVASCULAR DECISION TECHNOLOGIES, INC.

+2 more

Lab

AI components

6

ml · nlp · kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12578325

A knowledgebase comprising a plurality of feature-sets is created using complexity science. The knowledgebase is accessible through a network to a computer, a system, and a computer program code that receives and analyzes medical data to determine the existence of a disease state. The medical data is input and correlated to features within the knowledgebase to identify feature-sets, each feature-set indicating a particular medical condition. After one or more feature-sets have been selected, associative algorithms consider the magnitudes or values of the medical data and, with the values of features in the feature-sets, assess the risk burden of the medical condition associated with the feature-set. An output is generated that may include diagnoses of one or more medical conditions, the risk burden of the medical condition(s), possible treatment options and prevention techniques.

AI classification

Machine learning1.00
AI hardware1.00
Planning1.00
Knowledge representation0.99
Natural language0.95
Evolutionary computation0.91
Vision0.07
Speech0.00

Ownership

CARDIOVASCULAR DECISION TECHNOLOGIES, INC.

assignment · 233670665

CARDIOVASCULAR DECISIONS TECHNOLOGIES, INC.

assignment · 266300394

GENERAL ELECTRIC COMPANY

assignment · 268580254

Assignors

SEWARD, JAMES B.

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

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