System and Method for Providing Multi-Organ Variability Decision Support for Extubation Management

Patent №

US 9,785,745

Granted

2017-10-10

Filed 2015

Owner

OTTAWA HOSPITAL RESEARCH INSTITUTE

+1 more

Lab

AI components

4

ml · nlp · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14680519

A decision support system is provided for the management of extubation in intensive care unit patients. Based on multi-organ variability analysis of physiological signals, the proposed system transforms acquired waveforms into clinical information such as the risk of failing extubation and the probability of passing extubation. Furthermore, a variety of mechanisms are provided for displaying the extracted information to support a clinician's decisions.

Machine learningNatural languageKnowledge representationAI hardwareA61M 16/04A61B 5/083A61B 5/33G16H 50/20G16H 50/30G16H 50/50A61B 5/01A61B 5/14542+2 more

AI classification

Knowledge representation0.84
Machine learning0.82
AI hardware0.61
Natural language0.52
Planning0.09
Vision0.04
Speech0.03
Evolutionary computation0.00

Ownership

OTTAWA HOSPITAL RESEARCH INSTITUTE

assignment · 353490217

UNIVERSITY OF OTTAWA

assignment · 353490271

Assignors

BRAVI, ANDREA

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

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