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
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From Data to Information to …
Leslie McIntosh, PhD, MPH
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https://edgewatertech.wordpress.com
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Google maps image
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Google maps image
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Health Informatics
Computer Science/IS
Health/Medicine
Analytics/Statistics
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Data
Primary
Secondary
Collection
Excel
CDMS
Analyses
Clinician
Statistician
Tools
SPSS
SAS
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Located, Consolidated, and Standardized the Data
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Built a Tool
Trained Clinicians
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People
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Computer Scientists/Developers
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Analysts
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Clinical Researchers
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In the end, we have…
DevelopersAnalystsClinicians
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DATA
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Data Drivers
Liaisons facilitating the transformation of data to information
to knowledge
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Skills
TechnicalStatistical tool (R or SAS, a little SPSS)Scripting language (Python)Writing
DomainElectronic Medical Record
Research
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Analytical and Investigative
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Big Data Consumable
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Natural Language Processing (NLP)
Custom Analytics
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What’s next