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Concept

Concept_relationship

Concept_ancestor

Vocabulary

Source_to_concept_map

Relationship

Concept_synonym

Drug_strength

Cohort_definition

Standardized vocabularies

Attribute_definition

Domain

Concept_class

Cohort

Dose_era

Condition_era

Drug_era

Cohort_attribute

Standardized derived elem

ents

Stan

dard

ized

clin

ical

dat

a

Drug_exposure

Condition_occurrence

Procedure_occurrence

Visit_occurrence

Measurement

Observation_period

Payer_plan_period

Provider

Care_siteLocation

Death

Cost

Device_exposure

Observation

Note

Standardized health system data

Fact_relationship

SpecimenCDM_source

Standardized meta-data

Standardized

health

economics

Person

Japan

North America Chin

aAustrali

a

Europe

Switzerland

Italy

India

So Africa

Israel

UK

Analytical method:

Adherence to Drug

Application to data

One SAS or R script for each

study

• Not scalable• Expensive• Slow• Prohibitive to

non-expert routine use

North America Southeast Asia China

Europe UK Japan India

So Africa Switzerland Italy Israel

MortalityAdherence

Safety Signals

Source of Business

Standardized data

Standardized methods: ATLAS

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North America Southeast Asia China

Europe UK Japan India

So Africa Switzerland Italy Israel

North America Southeast Asia China

Europe UK Japan India

So Africa Switzerland Italy Israel

China

EMR Asset

EMR Asset

Claims Asset

Claims Asset

Claims Asset

EMR AssetEMR Asset EMR Asset

Claims Asset

Claims Asset

EMREMR

EMR

EMR

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