SYSTEMS AND METHODS FOR ENHANCING WORKFLOW EFFICIENCY IN A HEALTHCARE MANAGEMENT SYSTEM

Patent №

US 11,544,652

Granted

2023-01-03

Filed 2015

Owner

APIXIO, INC.

Lab

AI components

6

ml · nlp · kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14829607

To achieve the foregoing and in accordance with the present invention, systems and methods for workflow management are provided. In some embodiments, a set of data elements, which are extracted from medical information, are received. The elements are bundled according to one or more similar attributes to form work items. Work items are bundles of data elements for which value is to be extracted for a particular user objective. Next the workflows are configured according to event history for the work items, current action, and user context. The work items may then be routed through the workflow based upon the work items' “energy”. Work item energy is the probability and degree to which a next action taken in a workflow to that particular work item will further a user objective.

AI classification

Planning1.00
Natural language1.00
AI hardware1.00
Knowledge representation1.00
Machine learning0.99
Evolutionary computation0.58
Vision0.07
Speech0.00

Ownership

APIXIO, INC.

assignment · 410380500

Assignors

SETHUMADHAVAN, VISHNUVYAS, SCHNEIDER, JOHN O., BELCINSKI, RICHARD JOSEPH

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

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