CLINICAL QUALITY ANALYTICS SYSTEM WITH RECURSIVE, TIME SENSITIVE EVENT-BASED PROTOCOL MATCHING

Patent №

US 11,145,394

Granted

2021-10-12

Filed 2017

Owner

ACCENTURE GLOBAL SERVICES LIMITED

Lab

AI components

4

ml · nlp · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15829736

A system comprises a toolset to render a protocol, such as an industry clinical treatment guideline, into a process map. The process map includes a workflow having a time-based series of steps determined from the protocol. The system performs recursive matching to match events in electronic medical records (EMRs) to nodes in threads in the protocol map to determine protocol compliance. The EMRs include unstructured data, and specialized query objects may be generated to retrieve relevant data for the process map from the unstructured EMR data.

Machine learningNatural languageKnowledge representationPlanningG16H 10/60A61B 34/10G06Q 10/0633G06Q 50/00G16H 15/00G16H 40/20G16H 50/30G16Z 99/00

AI classification

Natural language1.00
Planning1.00
Knowledge representation1.00
Machine learning0.96
AI hardware0.10
Vision0.07
Speech0.00
Evolutionary computation0.00

Ownership

ACCENTURE GLOBAL SERVICES LIMITED

assignment · 453160308

Assignors

CARROLL, DENNIS, VO, ANH-HOANG, ACUNA, GERMAN, LYNCH, CECIL O., CREEN, ERICA

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

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