Data quality and coding issues due to being created by health care professionals for administrative, not research purposes
Europe, Middle East & Africa
Rapidly transform EMR data into analytical ready data
Deliver insights faster with IQVIA’s EMR Factory - a data platform to integrate, manage and curate complex, longitudinal, clinically rich EHR data sets from multiple disparate data sources (spanning different countries, languages and compliance requirements).
DATA QUALITY AND CODING
DISPARATE SOURCES
Sources across countries are decentralized, not integrated, and are in multiple formats
LEGAL & COMPLIANCE
Varying legal situations or local circumstances have to be understood and managed to avoid compliance issues
EMR Data Challenges
COVID-19 and other severe diseases are amplifying the importance of Real World Data to enable fast insights, that without waiting for clinical trials to be available. EMR data sets contain complex, yet valuable insights to help understand and improve patient treatments. However, harnessing the power of EMR data to gain valuable multi-country insights is challenging for multiple reasons.
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EMR Factory
ANALYTIC INSIGHTS
Our enterprise analytics “E360 insights builder” offers access throughout all stages of data transformation to provide fast, flexible and deep insights of the EHR data
LEGAL, REGULATORY & DATA PRIVACY
Our experts for EMR curation are located in Europe and understand the different local circumstances to ensure legal and regulatory compliance. Our curation process assesses data to identify privacy issues.
SUPPORTS MOST DATA FORMATS
The platform supports most standard formats such as HL7 and FHIR, and provides parsers to onboard any custom file formats required
AUTOMATED QUALITY CHECKS
Our quality checks ensure high standards to support longitudinal patient analytics, without trend breaks or outlier values
ONTOLOGY STANDARDIZATION
Our ontology-based standardization process allows seamless integration of data from different sources and various references across countries into a common analytical ready data model
Improve efficiency and reduce costs by automating EMR data curation
EMR Factory offers an ”EMR Curation Platform” that integrates disparate data sources and consolidates them into analytical ready data. It transforms EMR to EHR (Electronical Health Records) data, to enable interoperability with other sources and done enhancement of patient profiles to provide a more complete medical history.
IQVIA's Expertise
138m patients
138 million patients curated with a longitudinal track record of which over half of the patients have a recent history within last 5 years
IQVIA's Experience
390m diagnosis
390 million diagnosis curated in 2020
IQVIA's Expertise
100+ QA checks
>100 quality checks deployed to evaluate real world data
IQVIA's Expertise
100% compliant
100% compliant with local and international regulations, like GPDR and local authorities
IQVIA's Expertise
20+ ontologies
>30 sources standardized to >20 terminologies to support data integration
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