leslie mcintosh - disruptive diner: natural approach to bid data
DESCRIPTION
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
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