#1 Characterization of multimorbidity patterns and association with health outcomes in the elderly
The main goal of Use Case 1 is to analyze the impact of multimorbidity patterns and polypharmacy on the 6-months mortality rate and cognitive impairment among elderly individuals in different health care settings.
To achieve the objective of Use Case 1, a retrospective study has been performed with data from 5 EU cohorts in different health care settings (hospital, primary care, nursing homes) and health research organizations:
- UNIGE: provides anonymized health care data from the EHR of the University Hospitals of Geneva.
- SAS: provides health care data from the EHR of the Virgen del Rocío University Hospital in Seville as part of the Andalusian Health Service.
- UCSC: provides health research datasets from two research studies carried out by Università Cattolica del Sacro Cuore (SHELTER).
- UP: provides a health research dataset based on FRAILSURVEY, an initiative carried out by University of Porto.
- IACS: provides a health research dataset based on the EpiChron Cohort, a study carried out by the Instituto Aragones de Ciencias de la Salud.
The study population aiming to achieve the objective of Use Case 1 had the following inclusion criteria:
Inclusion Criteria
- Patients ≥ 65 years old.
- Patients with at least two chronic diseases/comorbidities
LHA ID: 87QU0FRE9F-5
FAIR4Health Pathfinder Case Studies
Projects: FAIR4Health
Study position: 0
Study type: Secondary data analysis
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Created: 6th Jul 2021 at 08:39
Last updated: 31st Mar 2022 at 17:21
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FAIR4Health is a Horizon 2020 project which aims to FAIRify medical datasets.
Programme: Science with and for Society (SwafS) in Horizon 2020
Public web page: https://www.fair4health.eu/
Start date: 1st Dec 2019
End date: 30th Nov 2021
Submitter: Matthias Löbe
Studies: #1 Characterization of multimorbidity patterns and association with heal...
Resources: Clinical Dataset
Clinical data extracted from local EHR systems.
Submitter: Matthias Löbe
Resource type: Experimental Assay Type
Technology type: Technology Type
Investigation: FAIR4Health Pathfinder Case Studies
Abstract (Expand)
Authors: Jonás Carmona-Pírez, Beatriz Poblador-Plou, Antonio Poncel-Falcó, Jessica Rochat, Celia Alvarez-Romero, Alicia Martínez-García, Carmen Angioletti, Marta Almada, Mert Gencturk, A. Anil Sinaci, Jara Eloisa Ternero-Vega, Christophe Gaudet-Blavignac, Christian Lovis, Rosa Liperoti, Elisio Costa, Carlos Luis Parra-Calderón, Aida Moreno-Juste, Antonio Gimeno-Miguel, Alexandra Prados-Torres
Date Published: 1st Feb 2022
Publication Type: Journal article
This file contains the FHIR CapabilityStatement and FHIR Provenance ressources created within this use case in the local onFHIR store. It covers both #1 Characterization of multimorbidity patterns and association with health outcomes in the elderly and #2 Early prediction service for 30-days readmission risk in COPD patients.
The dataset contains data from 1,313 patients. It is not available for download here, but registered in the FAIR4Health Platform portal.
External Link
View contentThe dataset contains data from 244 patients. It is not available for download here, but registered in the FAIR4Health Platform portal.
This file contains the FHIR CapabilityStatement and FHIR Provenance ressources created within this use case in the local onFHIR store.
This file contains the FHIR CapabilityStatement and FHIR Provenance ressources created within this use case in the local onFHIR store.
The dataset contains data from 3,786 patients. It is not available for download here, but registered in the FAIR4Health Platform portal.
This file contains the FHIR CapabilityStatement and FHIR Provenance ressources created within this use case in the local onFHIR store.
The dataset contains data from 331 patients. It is not available for download here, but registered in the FAIR4Health Platform portal.
This file contains the FHIR CapabilityStatement and FHIR Provenance ressources created within this use case in the local onFHIR store.
The dataset contains data from 5,812 patients. It is not available for download here, but registered in the FAIR4Health Platform portal.
Projects: NLP4CR - Natural Language Processing for Clinical Research, Evaluation Metadata Repository, SMITH - Smart Medical Information Technology for Healthcare, FAIR4Health, 3LGM² Enterprise Architecture Modeling, Student Thesis
Institutions: Institute for Medical Informatics, Statistics and Epidemiology (IMISE)
https://orcid.org/0000-0002-2344-0426
Projects: FAIR4Health
Web page: https://ec.europa.eu/programmes/horizon2020/en/h2020-section/science-and-society
