OHDSI Finland
Background
FinOMOP and the OMOP common data model (CDM) conversion projects started in 2019, funded by an EU IMI2 EHDEN data partnership and local funds. The first data partners to convert their data to OMOP were some of the Finnish university hospitals and FinnGen. In 2022, the Finnish Institute for Health and Welfare (THL) joined and helps to coordinate the effort.
Primary health care is covered by legislation-mandated population registries governed by the Finnish Institute for Health and Welfare (THL). THL holds several national registries. The mapping of these governmental registries has been initiated in 2022 (HILMO, avoHILMO, FinRegistry).
Secondary/tertiary health care is covered by five university hospitals. 3 out of 5 have completed OMOP-conversion, covering more than 70% of the Finnish population. Our aim is complete coverage by 2025.
FinnGen is a national public-private partnership genome project, and covers germline genomic data from 500,000 biobank participants. FinnGen has adopted the OMOP CDM.
Vocabulary mappings are coordinated through a shared Github repository, which version-controls an USAGI file for each national vocabulary and is periodically transformed into concept and concept-relationship OMOP vocabulary tables and added to the FinOMOP databases. ETL coding has been outsourced to EHDEN-certified SMEs.
Our vision is a comprehensive population-based health data infrastructure for Finland by 2025.
Objectives
OHDSI Finland (aka FinOMOP) aims at a high-quality, granular mapping of key medical data sources (electronic medical records (EMRs), governmental registries, genome sequencing projects) with comprehensive coverage (nationwide, primary, secondary, and specialist care) to the OMOP CDM, for a comprehensive, population-based health data network and ecosystem in Finland and reliable, transparent and real-time evidence generation by harmonized data applications.
Sub-objectives include:
- Hold regular FinOMOP meetings and task specific meetings for the analytics, vocabulary and extract-transform-load (ETL) workgroups
- Maintain a common mapping codebase through a shared Github repository and version controlled USAGI files for each national vocabulary
- Engage and contribute to the OHDSI, EHDEN, Nordic OMOP collaboration communities.
Leading Organisation(s)
Eric Fey (
HUS Helsinki University Hospital
Artificial Intelligence Applications and Analytics Services, HUS IT (HUS Tietohallinto)
Members
1 CA Coordinator/admin, TA Analytics, TV Vocabulary, ETL Extract-Transform-Load
Name |
Organization |
Roles1 |
|||
|
|
CA |
TA |
TV |
ETL |
THL |
|||||
THL |
X |
||||
THL/Tiedonkeruu |
X |
X |
X |
||
THL |
|||||
THL/Koodistopalvelu |
|||||
THL |
X |
||||
THL |
|||||
THL |
|||||
THL |
X |
||||
THL |
X |
X |
X |
||
HUS |
|||||
HUS CCC hematology |
|||||
HUS CCC hematology |
X |
X |
X |
||
HUS IT |
X |
X |
X |
||
Annu Kaila |
HUS IT |
X |
|||
FIMM |
|||||
HUS IT/UH |
|||||
Juho Eineluoto |
HUS urology |
||||
Marianna Niemi |
HUS IT |
X |
X |
X |
X |
Juho Happonen |
HUS IT |
X |
|||
Johanna Niklander |
HUS IT |
X |
X |
X |
|
Valtteri Nieminen |
HUS IT / iCAN project |
||||
Samu Eränen |
HUS IT/ Oncovalue |
||||
Matias Tolppanen |
HUS IT |
X |
X |
||
Mikko Vaarala |
HUS IT |
X |
X |
||
Johanna Sanoja |
HUS LUNG RESEARCH / iCAN |
||||
TYKS/VSSHP/Auria |
|||||
VARHA |
X |
||||
VARHA |
|||||
Per-Erik Gustafsson |
VARHA |
||||
Tommi Kauko |
VARHA |
||||
Ettala Otto |
VARHA |
||||
VARHA |
|||||
TAYS/Pirha |
|||||
Kati Kristiansson |
PIRHA |
||||
PIRHA |
X |
X |
X |
||
Leena Hakkarainen |
PIRHA |
||||
Mark van Gils |
PIRHA |
||||
Alpo Värri |
PIRHA |
||||
Nita Mettinen |
PIRHA |
||||
KYS/PSSHP |
|||||
PSSHP |
X |
||||
Arto Vesterbacka |
PSSHP |
X |
|||
Arto Mannermaa |
PSSHP |
||||
Kai-Markus Taipale |
Biobank of Eastern Finland |
||||
OYS/PPSHP |
|||||
Jussi Koivunen |
X |
||||
Hanna Öhman |
Pohde/Tutkimuspalvelut |
x |
|||
Minna Mäkiniemi |
Pohde/Tutkimuspalvelut |
||||
Karri Naukkarinen |
Pohde/Tutkimuspalvelut |
x |
x |
||
Tommi Kallunki |
Pohde/Tutkimuspalvelut |
x |
x |
||
Finnish Cancer Registry |
|||||
Aapeli Nevala |
Syöpärekisteri/EUCanScreen |
||||
Syöpärekisteri/EUCanScreen |
|||||
Syöpärekisteri |
|||||
Research groups |
|||||
TUNI/FinnGen |
X |
X |
X |
X |
|
UH/FinnGen |
X |
X |
X |
||
UH/FIMM/FinRegistry,FinnGen |
X |
X |
|||
HORIZON-RIA (UEF) |
X |
||||
Valtteri Nieminen |
ICAN |
||||
SME representatives |
|||||
Ida Berzelius |
BCB Medical |
X |
|||
Tuomas Tikka |
BCB Medical |
X |
|||
Suvi Pakarinen |
BCB Medical |
X |
|||
Ville Lehtinen |
BCB Medical |
X |
|||
Tomi Laitinen |
BC Platforms |
||||
ProductivityLeap |
X |
X |
X |
||
ProductivityLeap |
X |
||||
ProductivityLeap |
X |
X |
X |
||
Janne Kauhanen |
ProductivityLeap |
X |
|||
Elina Sarpola |
ProductivityLeap |
X |
|||
ProductivityLeap |
X |
X |
Data Partners
Name |
Organisation |
Data Type |
Status |
Link |
Hospital District of Helsinki and Uusimaa |
HUS |
Hospital |
ETLed |
|
The Wellbeing Services County of Pirkanmaa |
PIRHA |
Hospital |
ETLed |
|
The wellbeing services county of Southwest Finland |
VARHA |
Hospital |
ETLed |
|
FinnGen |
FinnGen |
Registry |
ETLed |
|
Finnish Institute for Health and Welfare |
THL |
Registries |
ETL ongoing |
|
Wellbeing services county of North Savo |
PSSHP |
Hospital |
Onboarding |
|
Oulu University Hospital |
PPSHP |
Hospital |
Onboarding |
How to contribute?
If you are interested to join or learn more about the Finnish national node you may contact us directly at:
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