A comparative patient-level prediction study in OMOP CDM: applicative potential and insights from synthetic data
Sign Up to like & getrecommendations! Published in 2024 at "Scientific Reports"
DOI: 10.1038/s41598-024-52723-y
Abstract: The emergence of collaborations, which standardize and combine multiple clinical databases across different regions, provide a wealthy source of data, which is fundamental for clinical prediction models, such as patient-level predictions. With the aid of… read more here.
Keywords: patient level; omop cdm; prediction models; prediction ... See more keywords
Transforming French Electronic Health Records into the Observational Medical Outcome Partnership's Common Data Model: A Feasibility Study
Sign Up to like & getrecommendations! Published in 2020 at "Applied clinical informatics"
DOI: 10.1055/s-0039-3402754
Abstract: BACKGROUND Common data models (CDMs) enable data to be standardized, and facilitate data exchange, sharing, and storage, particularly when the data have been collected via distinct, heterogeneous systems. Moreover, CDMs provide tools for data quality… read more here.
Keywords: system; omop cdm; medical outcome; observational medical ... See more keywords
Transformation of Electronic Health Records and Questionnaire Data to OMOP CDM: A Feasibility Study Using SG_T2DM Dataset
Sign Up to like & getrecommendations! Published in 2021 at "Applied Clinical Informatics"
DOI: 10.1055/s-0041-1732301
Abstract: Background Diabetes mellitus (DM) is an important public health concern in Singapore and places a massive burden on health care spending. Tackling chronic diseases such as DM requires innovative strategies to integrate patients' data from… read more here.
Keywords: questionnaire data; omop cdm; electronic health; cdm ... See more keywords
Transforming Thyroid Cancer Diagnosis and Staging Information from Unstructured Reports to the Observational Medical Outcome Partnership Common Data Model
Sign Up to like & getrecommendations! Published in 2022 at "Applied Clinical Informatics"
DOI: 10.1055/s-0042-1748144
Abstract: Background Cancer staging information is an essential component of cancer research. However, the information is primarily stored as either a full or semistructured free-text clinical document which is limiting the data use. By transforming the… read more here.
Keywords: information; oncology; thyroid cancer; omop cdm ... See more keywords
Conceptual design of a generic data harmonization process for OMOP common data model
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DOI: 10.1186/s12911-024-02458-7
Abstract: To gain insight into the real-life care of patients in the healthcare system, data from hospital information systems and insurance systems are required. Consequently, linking clinical data with claims data is necessary. To ensure their… read more here.
Keywords: generic data; omop cdm; process; data harmonization ... See more keywords
An ETL-process design for data harmonization to participate in international research with German real-world data based on FHIR and OMOP CDM
Sign Up to like & getrecommendations! Published in 2022 at "International journal of medical informatics"
DOI: 10.2139/ssrn.4210149
Abstract: BACKGROUND International studies are increasingly needed in order to gain more unbiased evidence from real-world data. To achieve this goal across the European Union, the EMA set up the DARWIN EU project based on OMOP… read more here.
Keywords: harmonization; etl process; omop cdm; fhir omop ... See more keywords
Data Integration into OMOP CDM for Heterogeneous Clinical Data Collections via HL7 FHIR Bundles and XSLT
Sign Up to like & getrecommendations! Published in 2020 at "Studies in health technology and informatics"
DOI: 10.3233/shti200138
Abstract: Data integration is an important task in medical informatics and highly impacts the gain out of existing health information data. These tasks are using implemented as extract transform and load processes. By introducing HL7 FHIR… read more here.
Keywords: omop cdm; data integration; hl7 fhir;
Pharmacovigilance and Clinical Environment: Utilizing OMOP-CDM and OHDSI Software Stack to Integrate EHR Data
Sign Up to like & getrecommendations! Published in 2021 at "Studies in health technology and informatics"
DOI: 10.3233/shti210232
Abstract: Information Technology (IT) and specialized systems could have a prominent role towards the support of drug safety processes, both in the clinical context but also beyond that. PVClinical project aims to build an IT platform,… read more here.
Keywords: omop cdm; software stack; clinical environment; ohdsi software ... See more keywords
Translating the Observational Medical Outcomes Partnership - Common Data Model (OMOP-CDM) Electronic Health Records to an OWL Ontology
Sign Up to like & getrecommendations! Published in 2022 at "Studies in health technology and informatics"
DOI: 10.3233/shti220035
Abstract: The heterogeneity of electronic health records model is a major problem: it is necessary to gather data from various models for clinical research, but also for clinical decision support. The Observational Medical Outcomes Partnership -… read more here.
Keywords: health; health records; ontology; omop cdm ... See more keywords
Preserving Privacy when Querying OMOP CDM Databases.
Sign Up to like & getrecommendations! Published in 2022 at "Studies in health technology and informatics"
DOI: 10.3233/shti220930
Abstract: Anonymisation is currently one of the biggest challenges when sharing sensitive personal information. Its importance depends largely on the application domain, but when dealing with health information, this becomes a more serious issue. A simpler… read more here.
Keywords: querying omop; cdm; omop cdm; preserving privacy ... See more keywords
German Claims Data for Real-World Research: Content Coverage Evaluation in OMOP CDM.
Sign Up to like & getrecommendations! Published in 2023 at "Studies in health technology and informatics"
DOI: 10.3233/shti230053
Abstract: Research on real-world data is becoming increasingly important. The current restriction to clinical data in Germany limits the view of the patient. To gain comprehensive insights, claims data can be added to the existing knowledge.… read more here.
Keywords: research; claims data; german claims; omop cdm ... See more keywords