SYSTEMS AND METHODS FOR ANALYZING ELECTRICAL STIMULATION AND SELECTING OR MANIPULATING VOLUMES OF ACTIVATION

Patent №

US 9,956,419

Granted

2018-05-01

Filed 2016

Owner

BOSTON SCIENTIFIC NEUROMODULATION CORPORATION

Lab

AI components

5

ml · vision · kr · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15163581

A system for identifying potential portions of a body in which electrical stimulation to treat a condition or disorder affects at least one symptom of the condition or disorder, stimulation effect, or side effect performs the following acts: obtaining, for each of multiple stimulation instances, an estimation of a region of the body stimulated during the stimulation instance and a score for each of at least one symptom, stimulation effect, or stimulation side effect; and determining, for each of multiple portions of the body using the scores and the estimates in a permutation test, a likelihood that stimulation of that portion of the body affects at least one symptom, stimulation effect, or stimulation side effect. In other embodiments, the system sets up a relationship between the outcomes of stimulation and influence of a particular part of the body on the outcome, and derives this influence using a pseudoinverse.

Machine learningVisionKnowledge representationEvolutionary computationAI hardwareA61N 1/37247A61N 1/0534A61N 1/0551A61N 1/3605A61N 1/36135A61N 1/36182

AI classification

Machine learning0.98
Evolutionary computation0.96
Vision0.87
AI hardware0.68
Knowledge representation0.55
Natural language0.01
Planning0.00
Speech0.00

Ownership

BOSTON SCIENTIFIC NEUROMODULATION CORPORATION

assignment · 387080944

Assignors

BOKIL, HEMANT

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

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