ArticleJournal of medical Internet research2022
A National Network of Safe Havens: Scottish Perspective.
Article in Journal of medical Internet research, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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Who cites it
13 citing papers in PubMed.
- Data Resource Profile: Medicines in Acute and Chronic Care in Scotland (MACCS).International journal of epidemiology · 2026Article
- Intellectual and Physical Disability and Risk of COVID-19 Infection, Hospitalisation, and Mortality: A National Cohort of 3.7 Million Adults in Scotland.Journal of epidemiology and global health · 2026Article
- Inequality in the accumulation of diseases and medications among older adults: a longitudinal cohort study 2016-2021.BMJ public health · 2025Article
- Artificial intelligence-assisted automated heart failure detection and classification from electronic health records.ESC heart failure · 2024Article
- Towards cross-application model-agnostic federated cohort discovery.Journal of the American Medical Informatics Association : JAMIA · 2024Article
- Article
- A Biobanking System for Diagnostic Images: Architecture Development, COVID-19-Related Use Cases, and Performance Evaluation.JMIR formative research · 2023Article
- UK research data resources based on primary care electronic health records: review and summary for potential users.BJGP open · 2023Article
- Impact of Different Mammography Systems on Artificial Intelligence Performance in Breast Cancer Screening.Radiology. Artificial intelligence · 2023Article
- Disclosure control of machine learning models from trusted research environments (TRE): New challenges and opportunities.Heliyon · 2023Review
- Data resource profile: the Scottish Combined Medicines Dataset (SCoMeD).International journal of population data science · 2023Article
- The health informatics centre: a safe haven and trusted research environment enabling world-leading research.International journal of population data science · 2023Article
- A profile of the Grampian Data Safe Haven, a regional Scottish safe haven for health and population data research.International journal of population data science · 2019Article
Corrections and comments
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Authors and funding
21 authors.
Funding
Abstract
For over a decade, Scotland has implemented and operationalized a system of Safe Havens, which provides secure analytics platforms for researchers to access linked, deidentified electronic health records (EHRs) while managing the risk of unauthorized reidentification. In this paper, a perspective is provided on the state-of-the-art Scottish Safe Haven network, including its evolution, to define the key activities required to scale the Scottish Safe Haven network's capability to facilitate research and health care improvement initiatives. A set of processes related to EHR data and their delivery in Scotland have been discussed. An interview with each Safe Haven was conducted to understand their services in detail, as well as their commonalities. The results show how Safe Havens in Scotland have protected privacy while facilitating the reuse of the EHR data. This study provides a common definition of a Safe Haven and promotes a consistent understanding among the Scottish Safe Haven network and the clinical and academic research community. We conclude by identifying areas where efficiencies across the network can be made to meet the needs of population-level studies at scale.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.