Personalized Health Risk Assessment For Critical Care

Patent №

US 8,990,135

Granted

2015-03-24

Filed 2011

Owner

THE REGENTS OF THE UNIVERSITY OF MICHIGAN

+1 more

Lab

AI components

2

planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13253928

A method for assessing whether a patient is at risk of developing a clinical condition includes receiving training data representing a set of patient-related variables for each of a plurality of patients; generating model data based on the received training data; receiving target data representing the set of patient-related variables for a target patient; determining a risk level for the target patient of developing the clinical condition; and indicating the risk level of the target patient, where the set of patient-related variables consists of a first set of variables when the clinical condition is a mortality condition and a second set of variables when the clinical condition is a morbidity condition.

PlanningAI hardwareG16H 50/30G06N 20/00G06N 20/10G16Z 99/00G16H 50/50G16H 50/70Y10S 706/924

AI classification

Planning0.78
AI hardware0.75
Knowledge representation0.17
Natural language0.13
Evolutionary computation0.05
Machine learning0.02
Vision0.01
Speech0.00

Ownership

THE REGENTS OF THE UNIVERSITY OF MICHIGAN

assignment · 272260936

HENRY FORD HEALTH SYSTEM

assignment · 342600664

Assignors

SYED, ZEESHAN H.

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

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