SYSTEM AND METHOD OF PREDICTION OF RESPONSE TO NEUROLOGICAL TREATMENT USING THE ELECTROENCEPHALOGRAM

Patent №

US 7,706,871

Granted

2010-04-27

Filed 2005

Owner

ASPECT MEDICAL SYSTEMS, INC.

+1 more

Lab

AI components

2

ml · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11061103

Disclosed is a system and method of assessing the efficacy of and predicting response to treatment of neurological or psychological disorders. The preferred embodiment uses at least two surface electrodes to acquire EEG signals from the surface of a patient's body, a processor for computing from the EEG signals various features and indices that are representative of the patient's neurological or psychological state. Pretreatment indices represent a patient's neurological or psychological state and therefore may be used to predict the response to treatment. Changes in these parameters may be used to assess the efficacy of treatment and to modify the treatment to optimize the resultant patient state.

Machine learningAI hardwareA61B 5/4848A61B 5/369A61B 5/372A61N 1/36025A61N 1/36082A61B 5/374A61N 1/0534A61N 1/0551

AI classification

AI hardware1.00
Machine learning0.93
Vision0.10
Evolutionary computation0.01
Natural language0.01
Knowledge representation0.00
Speech0.00
Planning0.00

Ownership

ASPECT MEDICAL SYSTEMS, INC.

assignment · 162190495

NELLCOR PURITAN BENNETT LLC

assignment · 237610639

Assignors

DEVLIN, PHILIP H., GREENWALD, SCOTT D.

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

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