METHOD AND APPARATUS FOR PREDICTING WORK OF BREATHING

Patent №

US 7,425,201

Granted

2008-09-16

Filed 2003

Owner

NEURODIMENSION, INC.

+2 more

Lab

AI components

5

ml · vision · speech · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10652992

A method of creating a non-invasive predictor of both physiologic and imposed patient effort from airway pressure and flow sensors attached to the patient using an adaptive mathematical model. The patient effort is commonly measured via work of breathing, power of breathing, or pressure-time product of esophageal pressure and is important for properly adjusting ventilatory support for spontaneously breathing patients. The method of calculating this non-invasive predictor is based on linear or non-linear calculations using multiple parameters derived from the above-mentioned sensors.

Machine learningVisionSpeechKnowledge representationPlanningA61B 5/082A61B 5/08A61B 5/037A61B 5/083A61B 5/085A61B 5/087A61M 16/026A61M 2016/0036

AI classification

Machine learning0.99
Knowledge representation0.98
Vision0.97
Speech0.97
Planning0.95
AI hardware0.30
Evolutionary computation0.01
Natural language0.00

Ownership

NEURODIMENSION, INC.

assignment · 141590530

FLORIDA, UNIVERSITY OF

assignment · 144310099

UNIVERISTY OF FLORIDA RESEARCH FOUNDATION, INC.

assignment · 161090139

Assignors

EULIANO, NEIL R., BRENNAN, VICTOR L., BLANCH, PAUL B., BANNER, MICHAEL J.

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

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