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1.
J Med Internet Res ; 26: e49910, 2024 05 02.
Artículo en Inglés | MEDLINE | ID: mdl-38696248

RESUMEN

BACKGROUND: To overcome knowledge gaps and optimize long-term follow-up (LTFU) care for childhood cancer survivors, the concept of the Survivorship Passport (SurPass) has been invented. Within the European PanCareSurPass project, the semiautomated and interoperable SurPass (version 2.0) will be optimized, implemented, and evaluated at 6 LTFU care centers representing 6 European countries and 3 distinct health system scenarios: (1) national electronic health information systems (EHISs) in Austria and Lithuania, (2) regional or local EHISs in Italy and Spain, and (3) cancer registries or hospital-based EHISs in Belgium and Germany. OBJECTIVE: We aimed to identify and describe barriers and facilitators for SurPass (version 2.0) implementation concerning semiautomation of data input, interoperability, data protection, privacy, and cybersecurity. METHODS: IT specialists from the 6 LTFU care centers participated in a semistructured digital survey focusing on IT-related barriers and facilitators to SurPass (version 2.0) implementation. We used the fit-viability model to assess the compatibility and feasibility of integrating SurPass into existing EHISs. RESULTS: In total, 13/20 (65%) invited IT specialists participated. The main barriers and facilitators in all 3 health system scenarios related to semiautomated data input and interoperability included unaligned EHIS infrastructure and the use of interoperability frameworks and international coding systems. The main barriers and facilitators related to data protection or privacy and cybersecurity included pseudonymization of personal health data and data retention. According to the fit-viability model, the first health system scenario provides the best fit for SurPass implementation, followed by the second and third scenarios. CONCLUSIONS: This study provides essential insights into the information and IT-related influencing factors that need to be considered when implementing the SurPass (version 2.0) in clinical practice. We recommend the adoption of Health Level Seven Fast Healthcare Interoperability Resources and data security measures such as encryption, pseudonymization, and multifactor authentication to protect personal health data where applicable. In sum, this study offers practical insights into integrating digital health solutions into existing EHISs.


Asunto(s)
Telemedicina , Humanos , Telemedicina/métodos , Europa (Continente) , Encuestas y Cuestionarios , Registros Electrónicos de Salud , Supervivientes de Cáncer , Seguridad Computacional , Supervivencia
2.
Int J Technol Assess Health Care ; 37(1): e77, 2021 Jul 16.
Artículo en Inglés | MEDLINE | ID: mdl-34269171

RESUMEN

Emergency preparedness is a continuous quality improvement process through which roles and responsibilities are defined to effectively anticipate, respond to, and recover from the impact of emergencies. This process results in documented plans that provide a backbone structure for developing the core capacities to address health threats. Nevertheless, several barriers can impair an effective preparedness planning, as it needs a 360° perspective to address each component according to the best evidence and practice. Preparedness planning shares common principles with health technology assessment (HTA) as both encompass a multidisciplinary and multistakeholder approach, follow an iterative cycle, adopt a 360° perspective on the impact of intervention measures, and conclude with decision-making support. Our "Perspective" illustrates how each HTA domain can address different component(s) of a preparedness plan that can indeed be seen as a container of multiple HTAs, which can then be used to populate the entire plan itself. This approach can allow one to overcome preparedness barriers, providing an independent, systematic, and robust tool to address the components and ensuring a comprehensive evaluation of their value in the mitigation of the impact of emergencies.


Asunto(s)
Defensa Civil/organización & administración , Planificación en Desastres/organización & administración , Evaluación de la Tecnología Biomédica/organización & administración , Defensa Civil/economía , Defensa Civil/normas , Planificación en Desastres/economía , Planificación en Desastres/normas , Práctica Clínica Basada en la Evidencia/normas , Humanos
3.
J Med Internet Res ; 23(2): e22189, 2021 02 05.
Artículo en Inglés | MEDLINE | ID: mdl-33492240

RESUMEN

One Digital Health is a proposed unified structure. The conceptual framework of the One Digital Health Steering Wheel is built around two keys (ie, One Health and digital health), three perspectives (ie, individual health and well-being, population and society, and ecosystem), and five dimensions (ie, citizens' engagement, education, environment, human and veterinary health care, and Healthcare Industry 4.0). One Digital Health aims to digitally transform future health ecosystems, by implementing a systemic health and life sciences approach that takes into account broad digital technology perspectives on human health, animal health, and the management of the surrounding environment. This approach allows for the examination of how future generations of health informaticians can address the intrinsic complexity of novel health and care scenarios in digitally transformed health ecosystems. In the emerging hybrid landscape, citizens and their health data have been called to play a central role in the management of individual-level and population-level perspective data. The main challenges of One Digital Health include facilitating and improving interactions between One Health and digital health communities, to allow for efficient interactions and the delivery of near-real-time, data-driven contributions in systems medicine and systems ecology. However, digital health literacy; the capacity to understand and engage in health prevention activities; self-management; and collaboration in the prevention, control, and alleviation of potential problems are necessary in systemic, ecosystem-driven public health and data science research. Therefore, people in a healthy One Digital Health ecosystem must use an active and forceful approach to prevent and manage health crises and disasters, such as the COVID-19 pandemic.


Asunto(s)
COVID-19/epidemiología , Salud Única , Telemedicina/organización & administración , Humanos , Pandemias , SARS-CoV-2/aislamiento & purificación
4.
Eur J Public Health ; 30(3): 449-455, 2020 06 01.
Artículo en Inglés | MEDLINE | ID: mdl-31642905

RESUMEN

BACKGROUND: Low childhood immunization rates in Europe are causing concern and have triggered several EU initiatives. However, these are counter-factual as they make immunization a stand-alone issue and cut across best practice in integrated child health services. They also focus unduly on 'anti-vax' pressures, generalize 'vaccine hesitancy' and overlook practical difficulties and uncertainties encountered by parents in real world situations about presenting children for immunization. Meanwhile European expertize in child health electronic record systems and relevant standards are ignored despite their being a potentially sound foundation ripe for enhancement. METHODS: Situation and literature reviews, and cohesion of two European research projects, led to shared investigation. As a result, two cross-sectoral expert workshops were held to consider digital health standards for harmonizing integrated preventive child health including immunization, and the work of other stakeholders such as the World Health Organisation and the European Centre for Disease Control. RESULTS: Progress in child health information models and digital health standards was assessed, areas needing further standards development identified and desirable steps towards innovation in service delivery and record keeping agreed. CONCLUSION: The European Commission, member states and child health stakeholders should take an integrated approach to child health with immunization as a component. Service delivery should be sensitive to parental concerns and challenges, and the way child- and family-centric data are recorded and used should be enhanced. Services should be enabled by the International Patient Summary and related electronic health record standards and linkages, and evaluated to assess most effective systems and practice.


Asunto(s)
Inmunización , Telemedicina , Niño , Europa (Continente) , Unión Europea , Humanos , Vacunación
5.
Stud Health Technol Inform ; 316: 1560-1564, 2024 Aug 22.
Artículo en Inglés | MEDLINE | ID: mdl-39176504

RESUMEN

The general condition of urban watercourses is inextricably linked to ecological balance and public health (physical and mental well-being). Given the vulnerability of these systems to climate change and human pollution, this work aims to demonstrate the effective use of environmental indicators to: a) rapidly assess soil and water conditions near urban streams and b) highlight the importance of geoinformatics and earth observation supported by ground-based techniques. There is a great need for new technology and methods for spatial and temporal monitoring and further quantification of environmental quality in urban streams and the land surrounding them to sensitize policymakers and the public to the environmental degradation of these exceptional habitats and to further protect people's mental health.


Asunto(s)
Monitoreo del Ambiente , Salud Mental , Monitoreo del Ambiente/métodos , Humanos , Ríos , Sistemas de Información Geográfica , Ciudades
6.
Int J Med Inform ; 189: 105507, 2024 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-38870885

RESUMEN

BACKGROUND: The prevalence of chronic diseases has shifted the burden of disease from incidental acute inpatient admissions to long-term coordinated care across healthcare institutions and the patient's home. Digital healthcare ecosystems emerge to target increasing healthcare costs and invest in standard Application Programming Interfaces (API), such as HL7 Fast Healthcare Interoperability Resources (HL7 FHIR) for trusted data flows. OBJECTIVES: This scoping review assessed the role and impact of HL7 FHIR and associated Implementation Guides (IGs) in digital healthcare ecosystems focusing on chronic disease management. METHODS: To study trends and developments relevant to HL7 FHIR, a scoping review of the scientific and gray English literature from 2017 to 2023 was used. RESULTS: The selection of 93 of 524 scientific papers reviewed in English indicates that the popularity of HL7 FHIR as a robust technical interface standard for the health sector has been steadily rising since its inception in 2010, reaching a peak in 2021. Digital Health applications use HL7 FHIR in cancer (45 %), cardiovascular disease (CVD) (more than 15 %), and diabetes (almost 15 %). The scoping review revealed that references to HL7 FHIR IGs are limited to âˆ¼ 20 % of articles reviewed. HL7 FHIR R4 was most frequently referenced when the HL7 FHIR version was mentioned. In HL7 FHIR IGs registries and the internet, we found 35 HL7 FHIR IGs addressing chronic disease management, i.e., cancer (40 %), chronic disease management (25 %), and diabetes (20 %). HL7 FHIR IGs frequently complement the information in the article. CONCLUSIONS: HL7 FHIR matures with each revision of the standard as HL7 FHIR IGs are developed with validated data sets, common shared HL7 FHIR resources, and supporting tools. Referencing HL7 FHIR IGs cataloged in official registries and in scientific publications is recommended to advance data quality and facilitate mutual learning in growing digital healthcare ecosystems that nurture interoperability in digital health innovation.


Asunto(s)
Interoperabilidad de la Información en Salud , Estándar HL7 , Humanos , Enfermedad Crónica/terapia , Manejo de la Enfermedad
7.
Stud Health Technol Inform ; 310: 1337-1338, 2024 Jan 25.
Artículo en Inglés | MEDLINE | ID: mdl-38270032

RESUMEN

The European Project GATEKEEPER aims to develop a platform and marketplace to ensure a healthier independent life for the aging population. In this platform the role of HL7 FHIR is to provide a shared logical data model to collect data in heterogeneous living, which can be used by AI Service and the Gatekeeper HL7 FHIR Implementation Guide was created for this purpose. Independent pilots used this IG and illustrate the impact of the approach, benefit, value, and scalability.


Asunto(s)
Recolección de Datos , Promoción de la Salud , Humanos , Anciano
8.
Stud Health Technol Inform ; 316: 1302-1306, 2024 Aug 22.
Artículo en Inglés | MEDLINE | ID: mdl-39176620

RESUMEN

Innovation in cancer therapy has increased childhood cancer survival rates. However, survivors are still at risk of developing late effects. In the digital transformation of the health sector, the Survivorship Passport (SurPass) can support long-term follow-up care plans. Gaps in seamless connectivity among hospital departments, primary care, combined with the time of health professionals required to collect and fill-in health data in SurPass, are barriers to its adoption in daily clinical practice. The PanCareSurPass (PCSP) project was motivated to address these gaps by a new version of SurPass (v2.0) that supports semi-automatic assembly from organizational Electronic Health Record (EHR) systems of the treatment summary data using HL7 FHIR, to create SurPass, and to link it to regional or national digital health infrastructures in six European countries. In this paper we present the methodology used to develop the SurPass technical implementation strategy with special focus on the European Health Data Space (EHDS). The recently provisionally approved EHDS regulation instruments a digital health data ecosystem with opportunities for cost-effective SurPass implementation across Europe. Moving forward, a European HL7 FHIR SurPass Implementation Guide along with synthetic data sets, and validation tools can enrich the European Electronic Health Record Exchange Format (EEHRxF) with use cases on health & wellness of childhood cancer survivors.


Asunto(s)
Registros Electrónicos de Salud , Humanos , Europa (Continente) , Niño , Neoplasias/terapia , Supervivientes de Cáncer , Supervivencia
9.
Stud Health Technol Inform ; 316: 1280-1284, 2024 Aug 22.
Artículo en Inglés | MEDLINE | ID: mdl-39176615

RESUMEN

The Survivorship Passport (SurPass) for childhood cancer survivors provides a personalized treatment summary together with a care plan for long-term screening of possible late effects. HL7 FHIR connectivity of Electronic Health Record (EHR) systems with the SurPass has been proposed to reduce the burden of collecting and organizing the relevant information. We present the results of testing and validation efforts conducted across six clinics in Austria, Belgium, Germany, Italy, Lithuania, and Spain. We also discuss ways in which this experience can be used to reduce efforts for the SurPass integration in other clinics across Europe.


Asunto(s)
Supervivientes de Cáncer , Registros Electrónicos de Salud , Humanos , Niño , Europa (Continente) , Estándar HL7 , Neoplasias/terapia , Interoperabilidad de la Información en Salud
10.
Eur J Cancer ; 202: 114029, 2024 May.
Artículo en Inglés | MEDLINE | ID: mdl-38513384

RESUMEN

BACKGROUND: Childhood cancer survivors (CCS), of whom there are about 500,000 living in Europe, are at an increased risk of developing health problems [1-6] and require lifelong Survivorship Care. There are information and knowledge gaps among CCS and healthcare providers (HCPs) about requirements for Survivorship Care [7-9] that can be addressed by the Survivorship Passport (SurPass), a digital tool providing CCS and HCPs with a comprehensive summary of past treatment and tailored recommendations for Survivorship Care. The potential of the SurPass to improve person-centred Survivorship Care has been demonstrated previously [10,11]. METHODS: The EU-funded PanCareSurPass project will develop an updated version (v2.0) of the SurPass allowing for semi-automated data entry and implement it in six European countries (Austria, Belgium, Germany, Italy, Lithuania and Spain), representative of three infrastructure healthcare scenarios typically found in Europe. The implementation study will investigate the impact on person-centred care, as well as costs and processes of scaling up the SurPass. Interoperability between electronic health record systems and SurPass v2.0 will be addressed using the Health Level Seven (HL7) International interoperability standards. RESULTS: PanCareSurPass will deliver an interoperable digital SurPass with comprehensive evidence on person-centred outcomes, technical feasibility and health economics impacts. An Implementation Toolkit will be developed and freely shared to promote and support the future implementation of SurPass across Europe. CONCLUSIONS: PanCareSurPass is a novel European collaboration that will improve person-centred Survivorship Care for CCS across Europe through a robust assessment of the implementation of SurPass v2.0 in different healthcare settings.


Asunto(s)
Supervivientes de Cáncer , Supervivencia , Humanos , Niño , Atención a la Salud , Personal de Salud , Europa (Continente)
11.
Europace ; 15 Suppl 1: i59-i64, 2013 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-23737233

RESUMEN

AIMS: To provide a European perspective on reimbursement issues surrounding remote monitoring of cardiac implantable electronic devices in view of the anticipated costs and benefits. METHODS AND RESULTS: Review of recent literature addressing clinical, economic, sociocultural, and technological factors associated with remote monitoring. When healthcare transformation is urgently needed, remote monitoring offers opportunities to innovate and cope with escalating costs and constrained resources, while improving patient safety, quality, and access to care as reflected in clinical studies. The introduction of remote monitoring into daily practice requires analysis of reimbursement policies to address funding scope, payment method, payer, price and allocation, and alignment with health system objectives and goals to ensure financial and operational sustainability of resources, infrastructure, and processes. Remote monitoring policies should gradually transition from activity-based, added-value services in a care-and-cure setting, to performance and outcome-oriented highlighting prevention, surveillance, and empowerment. By encouraging and rewarding innovation and interoperability, proprietary remote monitoring technologies can open up using standards and connect to support a growing evidence base that guides clinical decision support and planning of future policies. CONCLUSION: Careful planning, sharing of experiences, and gradual adoption of reimbursement models that focus on outcome, performance, and cost-effectiveness are key aspects of containing escalating costs and improving quality and access to healthcare. Despite differences in health systems and payment methods in Europe, policy-makers, professional societies, payers, providers, and the industry need to join forces to transform healthcare and make innovation happen.


Asunto(s)
Desfibriladores Implantables/economía , Electrocardiografía Ambulatoria/economía , Costos de la Atención en Salud/estadística & datos numéricos , Reembolso de Seguro de Salud/economía , Marcapaso Artificial/economía , Vigilancia de Productos Comercializados/economía , Telemedicina/economía , Análisis Costo-Beneficio , Electrocardiografía Ambulatoria/instrumentación , Análisis de Falla de Equipo/economía , Europa (Continente)/epidemiología , Telemedicina/instrumentación
12.
Stud Health Technol Inform ; 305: 106-109, 2023 Jun 29.
Artículo en Inglés | MEDLINE | ID: mdl-37386969

RESUMEN

The GATEKEEPER (GK) Project was financed by the European Commission to develop a platform and marketplace to share and match ideas, technologies, user needs and processes to ensure a healthier independent life for the aging population connecting all the actors involved in the care circle. In this paper, the GK platform architecture is presented focusing on the role of HL7 FHIR to provide a shared logical data model to be explored in heterogeneous daily living environments. GK pilots are used to illustrate the impact of the approach, benefit value, and scalability, suggesting ways to further accelerate progress.


Asunto(s)
Estado de Salud , Tecnología
13.
Stud Health Technol Inform ; 309: 106-110, 2023 Oct 20.
Artículo en Inglés | MEDLINE | ID: mdl-37869817

RESUMEN

Telemedicine can provide benefits in patient affected by chronic diseases or elderly citizens as part of standard routine care supported by digital health. The GATEKEEPER (GK) Project was financed to create a vendor independent platform to be adopted in medical practice and to demonstrate its effect, benefit value, and scalability in 8 connected medical use cases with some independent pilots. This paper, after a description of the GK platform architecture, is focused on the creation of a FHIR (Fast Healthcare Interoperability Resource) IG (Implementation Guide) and its adoption in specific use cases. The final aim is to combine conventional data, collected in the hospital, with unconventional data, coming from wearable devices, to exploit artificial intelligence (AI) models designed to evaluate the effectiveness of a new parsimonious risk prediction model for Type 2 diabetes (T2D).


Asunto(s)
Diabetes Mellitus Tipo 2 , Telemedicina , Humanos , Anciano , Registros Electrónicos de Salud , Inteligencia Artificial , Atención a la Salud , Estándar HL7
14.
J Cancer Surviv ; 2023 Feb 20.
Artículo en Inglés | MEDLINE | ID: mdl-36808389

RESUMEN

PURPOSE: Long-term follow-up (LTFU) care for childhood cancer survivors (CCSs) is essential to improve and maintain their quality of life. The Survivorship Passport (SurPass) is a digital tool which can aid in the delivery of adequate LTFU care. During the European PanCareSurPass (PCSP) project, the SurPass v2.0 will be implemented and evaluated at six LTFU care clinics in Austria, Belgium, Germany, Italy, Lithuania and Spain. We aimed to identify barriers and facilitators to the implementation of the SurPass v2.0 with regard to the care process as well as ethical, legal, social and economical aspects. METHODS: An online, semi-structured survey was distributed to 75 stakeholders (LTFU care providers, LTFU care program managers and CCSs) affiliated with one of the six centres. Barriers and facilitators identified in four centres or more were defined as main contextual factors influencing implementation of SurPass v2.0. RESULTS: Fifty-four barriers and 50 facilitators were identified. Among the main barriers were a lack of time and (financial) resources, gaps in knowledge concerning ethical and legal issues and a potential increase in health-related anxiety in CCSs upon receiving a SurPass. Main facilitators included institutions' access to electronic medical records, as well as previous experience with SurPass or similar tools. CONCLUSIONS: We provided an overview of contextual factors that may influence SurPass implementation. Solutions should be found to overcome barriers and ensure effective implementation of SurPass v2.0 into routine clinical care. IMPLICATIONS FOR CANCER SURVIVORS: These findings will be used to inform on an implementation strategy tailored for the six centres.

15.
Stud Health Technol Inform ; 174: 38-43, 2012.
Artículo en Inglés | MEDLINE | ID: mdl-22491107

RESUMEN

This paper presents an overview and comparison of national efforts on ePrescribing in Finland and Greece focusing on aspects of interoperability and standards. Building on experience of HL7 affiliates in Finland and Greece, the role of HL7 Clinical Document Architecture (CDA) in assuring interoperability within the national and cross-border framework for ePrescription is addressed underlining current use of standards and interoperability challenges for large scale adoption.


Asunto(s)
Prescripción Electrónica , Informática Médica/organización & administración , Finlandia , Grecia , Política de Salud , Humanos , Registro Médico Coordinado , Integración de Sistemas
16.
Stud Health Technol Inform ; 290: 1040-1041, 2022 Jun 06.
Artículo en Inglés | MEDLINE | ID: mdl-35673195

RESUMEN

Medication therapy adherence remains an important problem in health care, and information about medicines from electronic product information is large and untapped resource. The Gravitate-Health project is a large European Union Public Private Partnership that aims to elicit value for electronic product information, starting with information in a patients International Patient Summary.


Asunto(s)
Estándar HL7 , Lentes , Atención a la Salud , Registros Electrónicos de Salud , Electrónica , Humanos
17.
Stud Health Technol Inform ; 294: 639-643, 2022 May 25.
Artículo en Inglés | MEDLINE | ID: mdl-35612167

RESUMEN

The Medical Product Information found in most medication boxes offer a wealth of information, including terms of active ingredients, excipients, indications, dosage, route of administration, risks, and safety information. Digital health services that help patients, their care givers, and health professionals to manage medication, can be improved with tailored information based on user profile, the patient's Electronic Health Record (EHR) summary, and Medicinal Product Information. The electronic Product information (ePI) comprises the summary of product characteristics, package leaflet, and product label. The European Medicines Agency released in 2021 the first version of the EU proof-of-concept ePI standard based on HL7 FHIR. The Gravitate-Health project uses this common standard as a springboard to implement a federated open-source platform and services that helps advance access, understanding, and adherence by providing trusted medicinal information in an interoperable and scalable way. In this paper, we present the agile technical approach and co-creation process to design, test, and progressively mature interoperability working with the HL7 Vulcan Accelerator and FHIR connectathons.


Asunto(s)
Registros Electrónicos de Salud , Estándar HL7 , Atención a la Salud , Electrónica , Humanos
18.
Stud Health Technol Inform ; 290: 22-26, 2022 Jun 06.
Artículo en Inglés | MEDLINE | ID: mdl-35672963

RESUMEN

Medical data science aims to facilitate knowledge discovery assisting in data, algorithms, and results analysis. The FAIR principles aim to guide scientific data management and stewardship, and are relevant to all digital health ecosystem stakeholders. The FAIR4Health project aims to facilitate and encourage the health research community to reuse datasets derived from publicly funded research initiatives using the FAIR principles. The 'FAIRness for FHIR' project aims to provide guidance on how HL7 FHIR could be utilized as a common data model to support the health datasets FAIRification process. This first expected result is an HL7 FHIR Implementation Guide (IG) called FHIR4FAIR, covering how FHIR can be used to cover FAIRification in different scenarios. This IG aims to provide practical underpinnings for the FAIR4Health FAIRification workflow as a domain-specific extension of the GoFAIR process, while simplifying curation, advancing interoperability, and providing insights into a roadmap for health datasets FAIR certification.


Asunto(s)
Registros Electrónicos de Salud , Estándar HL7 , Manejo de Datos , Ecosistema , Flujo de Trabajo
19.
Stud Health Technol Inform ; 293: 161-168, 2022 05 16.
Artículo en Inglés | MEDLINE | ID: mdl-35592976

RESUMEN

Compared to the general population, childhood cancer survivors represent a vulnerable population as they are at increased risk of developing health problems, known as late effects, resulting in excess morbidity and mortality. The Survivorship Passport aims to capture key health data about the survivors and their treatment, as well as personalized recommendations and a care plan with the aim to support long-term survivorship care. The PanCareSurPass (PCSP) project building on the experience gained in an earlier implementation in Giannina Gaslini Institute, Italy, will implement and rigorously assess an integrated, HL7 FHIR based, implementation of the Survivorship Passport. The six implementation countries, namely Austria, Belgium, Germany, Italy, Lithuania, and Spain, are supported by different national or regional digital health infrastructures and Electronic Medical Record (EMR) systems. Semi structured interviews were carried out to explore potential factors affecting implementation, identify use cases, and coded data that can be semi-automatically transferred from the EMR to SurPass. This paper reflects on findings of these interviews and confirms the need for a multidisciplinary and multi-professional approach towards a sustainable and integrated large-scale implementation of the Survivorship Passport across Europe.


Asunto(s)
Supervivientes de Cáncer , Neoplasias , Niño , Alemania , Humanos , Neoplasias/terapia , Sobrevivientes , Supervivencia
20.
Open Res Eur ; 2: 34, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-37645268

RESUMEN

Due to the nature of health data, its sharing and reuse for research are limited by ethical, legal and technical barriers. The FAIR4Health project facilitated and promoted the application of FAIR principles in health research data, derived from the publicly funded health research initiatives to make them Findable, Accessible, Interoperable, and Reusable (FAIR). To confirm the feasibility of the FAIR4Health solution, we performed two pathfinder case studies to carry out federated machine learning algorithms on FAIRified datasets from five health research organizations. The case studies demonstrated the potential impact of the developed FAIR4Health solution on health outcomes and social care research. Finally, we promoted the FAIRified data to share and reuse in the European Union Health Research community, defining an effective EU-wide strategy for the use of FAIR principles in health research and preparing the ground for a roadmap for health research institutions. This scientific report presents a general overview of the FAIR4Health solution: from the FAIRification workflow design to translate raw data/metadata to FAIR data/metadata in the health research domain to the FAIR4Health demonstrators' performance.

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