SYSTEM AND METHOD OF DETERMINING A RISK SCORE FOR TRIAGE

Patent №

US 9,775,533

Granted

2017-10-03

Filed 2013

Owner

SINGAPORE HEALTH SERVICES

Lab

AI components

1

ml

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13791764

The present disclosure provides a system and method of determining a risk score for triage. In particular, a system is provided for providing an assessment of risk of a cardiac event for a patient, for example an incoming patient to a hospital emergency department complaining of chest pain. In the disclosure, the system includes an input device for measuring physiological data based vital signs parameter of the patient, a twelve-lead electrocardiogram (ECG) device for establishing an ECG obtained from results of the electrocardiography procedure, and determining an ECG parameter and a heart rate variability (HRV) parameter therefrom. An ensemble-based scoring system is further provided, establishing weighted classifier based on past patient data and where the vital signs parameter, the ECG parameter and the HRV parameter are compared to corresponding weighted classifiers to determine a risk score. A corresponding method to determine a risk score for triage is also provided.

Machine learningA61B 5/349A61B 5/0205A61B 5/02055A61B 5/02405A61B 5/14552A61B 5/28A61B 5/338A61B 5/352+7 more

AI classification

Machine learning1.00
Planning0.45
Vision0.01
Natural language0.01
AI hardware0.00
Evolutionary computation0.00
Speech0.00
Knowledge representation0.00

Ownership

SINGAPORE HEALTH SERVICES

assignment · 317670566

Assignors

ONG, MARCUS ENG HOCK, LIU, NAN

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

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