Leslie McIntosh - Disruptive Diner: Natural Approach to Bid Data

Post on 09-Feb-2015

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Leslie McIntosh is Director of Clinical Informatics at Washington University School of Medicine and co-leads the St. Louis Machine Learning Group. She’ll share how modeling systems of patients, research and outcomes provides evidence to guide care decisions, and how seeing them as social actors helps make sense of really big data.

Transcript of Leslie McIntosh - Disruptive Diner: Natural Approach to Bid Data

From Data to Information to …

Leslie McIntosh, PhD, MPH

https://edgewatertech.wordpress.com

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Health Informatics

Computer Science/IS

Health/Medicine

Analytics/Statistics

Data

Primary

Secondary

Collection

Excel

CDMS

Analyses

Clinician

Statistician

Tools

SPSS

SAS

Located, Consolidated, and Standardized the Data

Built a Tool

Trained Clinicians

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People

Computer Scientists/Developers

Analysts

Clinical Researchers

In the end, we have…

DevelopersAnalystsClinicians

DATA

Data Drivers

Liaisons facilitating the transformation of data to information

to knowledge

Skills

TechnicalStatistical tool (R or SAS, a little SPSS)Scripting language (Python)Writing

DomainElectronic Medical Record

Research

Analytical and Investigative

Big Data Consumable

Natural Language Processing (NLP)

Custom Analytics

What’s next