“Creating a Learning Health State”

“Creating a Learning Health State” “Creating a Learning Health State” - Start

2017-10-28 25K 25 0 0

“Creating a Learning Health State” - Description

Learning Health for Michigan. Tim Pletcher, DHA. Executive Director. Michigan Health Information Network Shared Services. pletcher@mihin.org. Big Data & Analytics . Copyright 2015-2017 Michigan Health Information Network Shared Services Proprietary – Confidential – Do not copy or redistrib.... ID: 600295 Download Presentation

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“Creating a Learning Health State”




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Presentations text content in “Creating a Learning Health State”

Slide1

“Creating a Learning Health State”

Learning Health for Michigan

Tim Pletcher, DHA

Executive Director

Michigan Health Information Network Shared Services

pletcher@mihin.org

Slide2

Big Data & Analytics

Copyright 2015-2017 Michigan Health Information Network Shared Services Proprietary – Confidential – Do not copy or redistribute

2

Slide3

Enough Data for Analytics

Copyright 2015-2017 Michigan Health Information Network Shared Services Proprietary – Confidential – Do not copy or redistribute

3

 

Predictive Models

Categorizers

Classifiers

Slide4

Lots of Population Health

Copyright 2015-2017 Michigan Health Information Network Shared Services Proprietary – Confidential – Do not copy or redistribute

4

Slide5

Tap Everyone’s Knowledge

Copyright 2015-2017 Michigan Health Information Network Shared Services Proprietary – Confidential – Do not copy or redistribute

5

Slide6

Intelligent Processing of Message Content (Filters)

6

Standardized

Enriched

Prioritized

Filtered

Collected

Tailored

Simple classifier

Intelligent filter rule

Application of a predictive model

Copyright 2015-2017 Michigan Health Information Network Shared Services Proprietary – Confidential – Do not copy or redistribute

Slide7

Opioid Filter Example

7

Medications

Enriched

alert

automate

Collected

Tailored

Simple classifier to identify a high-risk, first-time opioid user

Send to providers or generate alert based on ACRS

Auto enroll member in education program

Auto update statewide monitoring system

Notify prescriber of nonstandard

prescription

Append the classification information to message and send out to ACRS distribution

Copyright 2015-2017 Michigan Health Information Network Shared Services Proprietary – Confidential – Do not copy or redistribute

Slide8

Screen/Filter Management Issues

8

External validation

Standardization

Transparency

Governance

Revision Control

Management

Copyright 2015-2017 Michigan Health Information Network Shared Services Proprietary – Confidential – Do not copy or redistribute

Slide9

Thank you!

9

Tim PletcherExecutive Director pletcher@mihin.org

Copyright 2015-2017 Michigan Health Information Network Shared Services Proprietary – Confidential – Do not copy or redistribute

Slide10


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