AUTOMATED LEARNING FOR MEDICAL DATA PROCESSING SYSTEM

Patent №

US 8,612,261

Granted

2013-12-17

Filed 2012

Owner

HEALTH MANAGEMENT ASSOCIATES, INC.

Lab

AI components

6

ml · nlp · speech · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13717469

In at least one embodiment, an automated medical data machine learning system and method allow a natural language processing (“NLP”) system to automatically learn via, for example, feedback to improve ongoing performance of the natural language processing system. The particular technology for improving the interpretation by the NLP system of future input data is a matter of design choice. In at least one embodiment, the automated medical data learning system and method includes a linguistics module that determines the part of speech of a particular term or term, such as use as a noun or verb. In at least one embodiment, the system and method learns an interpretation based on a source of the input data. In at least one embodiment, the system and method includes a statistics module that allows the system and method to determine a most probable interpretation or multiple interpretations.

AI classification

Natural language1.00
Speech1.00
AI hardware1.00
Machine learning0.99
Knowledge representation0.99
Planning0.98
Vision0.08
Evolutionary computation0.00

Ownership

HEALTH MANAGEMENT ASSOCIATES, INC.

assignment · 295700420

Assignors

SWANSON, BRIAN S., CHATFIELD, KENNETH R.

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

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