Upload
others
View
9
Download
0
Embed Size (px)
Citation preview
Contact:
Tingyan Xu · [email protected] · Division Medical Informatics · Dept. Of Health Services Research
VI - School of Medicine and Health Services · Carl von Ossietzky University Oldenburg · 26111 Oldenburg
Validating and Transforming HL7 CDA Documents for i2b2 Import Tingyan XU1, Volker S. THIEMANN1, Rainer RÖHRIG1 and Raphael W. MAJEED1 1) Department of Medical Informatics, Carl von Ossietzky University of Oldenburg
www.uol.de/Medizininformatik
The AKTIN Project
We are building a decentralized emergency care research IT-
Infrastructure to ensure patient privacy and comply with the many
and varied privacy laws in Germany. (Refer to [1] for more details.)
Structure
Each participating hospital will store their own data in a data
warehouse located on its own premises. The data originates from
the emergency room protocol (ER note) as designed in [2]. The
protocol is documented in HL7 v3 Clinical Document Architecture
(CDA). The data warehouse is based on the open source clinical
data warehouse system i2b2. Customized configurations and
additional tools are installed to validate and import the ER-CDA
documents, organize the centralized research queries and manage
the answers from each participating hospital.
No. 01KX1319B
References
1. Ahlbrandt et. al. Balancing the need for big data and patient data privacy--an IT infrastructure for a decentralized emergency care research database. PMID: 25160287.
2. Kulla M et. al. Nationaler Datensatz "Notaufnahme": Entwicklung, Struktur und Konsentierung durch die Deutsche Interdisziplinäre Vereinigung für Intensivmedizin und Notfallmedizin.
DOI: 10.1007/s00101-014-2295-x.
3. Pecoraro F et. al. Data Warehouse Design from HL7 Clinical Document Architecture Schema. PMID:26152975. A conceptual framework to design a dimensional model based on the HL7 Clinical Document
Architecture. PMID: 25160190. Designing ETL Tools to Feed a Data Warehouse Based on Electronic Healthcare Record Infrastructure. PMID25991292.
4. Majeed RW, Rohrig R. Automated realtime data import for the i2b2 clinical data warehouse: introducing the HL7 ETL cell. PMID: 22874194.
Transmission and Validation
We offer two standard interfaces for transmitting the CDA
documents: Via the IHE XDS.b document repository for
SOAP API calls or with HL7 FHIR binary endpoint for
RESTful data transfers. All incoming documents have to be
validated before further transformation and usage. The
automatically generated Schematron rules from the CDA-
ER specification (available at http://aktin.art-decor.org/)
are used for this purpose, ensuring only valid documents
of this one specification are loaded into the DWH.
Transformation
After validation the complex CDA XML structure of the incoming
documents have to be broken down into the key-value (also Entity-
Attribute-Value, EAV) format to fit the i2b2’s database structure.
Although not a new function, we need a configurable function in
this case, designed and implemented for the AKTIN environment,
to transform from ER-CDA to i2b2: Some facts in our case may be
empty, others may not be necessary in the researching context and
can be removed. Documents can be retransmitted to update the
data in i2b2.
Results and discussion
Although there are other ETL tools and methods to load
data from CDA into a DWH [3], our approach is highly
adaptive and we provide a specified interface and
software to handle the CDA documents and manage the
i2b2 DWH.
Health Exploring Complexity 2016 28th August – 2nd September 2016 - Munich