CLINICAL PREDICTIVE AND MONITORING SYSTEM AND METHOD

Patent №

US 9,536,052

Granted

2017-01-03

Filed 2012

Owner

PARKLAND HEALTH & HOSPITAL SYSTEM

+1 more

Lab

AI components

4

ml · nlp · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13613980

A clinical predictive and monitoring system comprising a data store operable to receive and store data associated with a plurality of patients selected from medical and health data; and a number of social, behavioral, lifestyle, and economic data; at least one predictive model to identify at least one high-risk patient associated with at least one medical condition; a risk logic module operable to apply the at least one predictive model to the patient data to determine at least one risk score associated the at least one medical condition and identify at least one high-risk patient; a data presentation module operable to present notification and information to an intervention coordination team about the identified at least one high-risk patient; and an artificial intelligence tuning module adapted to automatically adjust parameters in the predictive model in response to trends in the patient data.

AI classification

Machine learning1.00
Planning1.00
Knowledge representation0.98
Natural language0.92
Evolutionary computation0.03
AI hardware0.00
Vision0.00
Speech0.00

Ownership

PARKLAND HEALTH & HOSPITAL SYSTEM

assignment · 291440750

PARKLAND CENTER FOR CLINICAL INNOVATION

assignment · 313650048

Assignors

AMARASINGHAM, RUBENDRAN, SWANSON, TIMOTHY S., CLARK, CHRISTOPHER A., QIAN, YU, NALLA, SAMBAMURTHY, OLIVER, GEORGE R., GERRA, KIMBERLY P., MA, YING

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

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