SYSTEM FOR DIAGNOSING MEDICAL CONDITIONS USING A NEURAL NETWORK

Patent №

US 6,090,044

Granted

2000-07-18

Filed 1997

Owner

IOWA RESEARCH FOUNDATION, UNIVERSITY OF

+2 more

Lab

AI components

3

ml · nlp · vision

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

08988314

A system for diagnosing medical conditions, such as low back pain (LBP), is provided, whereby a neural network is trained by presentation of large amounts of clinical data and diagnostic outcomes. Following training, the system is able to produce the diagnosis from the clinical data. While the present invention may be useful in diagnosing LBP in one embodiment, other applications of the present invention, both in the medical field and in other fields, are also envisioned. This intelligent diagnostic system is less expensive and more accurate than conventional diagnostic methods, and has the unique capability to improve its accuracy over time as more data is analyzed.

Machine learningNatural languageVisionA61B 5/1071A61B 5/1116A61B 5/7267G16H 15/00G16H 20/10G16H 50/20A61B 5/6823A61B 5/6831+2 more

AI classification

Machine learning1.00
Natural language0.98
Vision0.96
Planning0.31
Knowledge representation0.03
Speech0.01
AI hardware0.01
Evolutionary computation0.00

Ownership

IOWA RESEARCH FOUNDATION, UNIVERSITY OF

assignment · 94210167

BISHOP, JEFFREY

assignment · 103360875

POPE, MALCOLM

assignment · 103360875

Assignors

BISHOP, JEFFREY R., POPE, MALCOLM H.

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

From the same owner

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