[HTML][HTML] Are the European reference networks for rare diseases ready to embrace machine learning? A mixed-methods study

G Iskrov, R Raycheva, K Kostadinov, S Gillner… - Orphanet journal of rare …, 2024 - Springer
Background The delay in diagnosis for rare disease (RD) patients is often longer than for
patients with common diseases. Machine learning (ML) technologies have the potential to …

[HTML][HTML] Strategies to improve the quality of reference networks for rare diseases

NM Vandevelde - Translational Science of Rare Diseases, 2020 - content.iospress.com
BACKGROUND: In 2017, 24 European Reference Networks (ERNs) have been recognized
in order to improve rare diseases' management. However, a lack of practical information …

[HTML][HTML] The use of machine learning in rare diseases: a scoping review

J Schaefer, M Lehne, J Schepers, F Prasser… - Orphanet journal of rare …, 2020 - Springer
Background Emerging machine learning technologies are beginning to transform medicine
and healthcare and could also improve the diagnosis and treatment of rare diseases …

[HTML][HTML] Landscape analysis of available European data sources amenable for machine learning and recommendations on usability for rare diseases screening

R Raycheva, K Kostadinov, E Mitova, G Iskrov… - Orphanet Journal of …, 2024 - Springer
Background Patient registries and databases are essential tools for advancing clinical
research in the area of rare diseases, as well as for enhancing patient care and healthcare …

[HTML][HTML] Together4RD position statement on collaboration between European reference networks and industry

V Hedley, M Bolz-Johnson, I Hernando… - Orphanet Journal of …, 2023 - Springer
Notwithstanding two decades of policy and legislation in Europe, aimed to foster research
and development in rare conditions, only 5–6% of rare diseases have dedicated treatments …

[HTML][HTML] Position statement on the role of healthcare professionals, patient organizations and industry in European Reference Networks

CEM Hollak, M Biegstraaten, MR Baumgartner… - Orphanet journal of rare …, 2016 - Springer
A call from the EU for the set-up of European Reference Networks (ERNs) is expected to be
launched in the first quarter of 2016. ERNs are intended to improve the care for patients with …

[HTML][HTML] European Reference networks for rare diseases: what is the conceptual framework?

V Héon-Klin - Orphanet journal of rare diseases, 2017 - Springer
Abstract With the Cross-Border Healthcare Directive (2011/24/EU) a mandatory framework
was established to foster cooperation on a voluntary basis, within European Reference …

[HTML][HTML] The Tuscany Regional Network for rare diseases: from European Reference Networks' experience to registry based organisation and management model for …

F Pieroni, S Marrucci, L Di Pietro, C Berni… - Orphanet Journal of Rare …, 2023 - Springer
Abstract Background In the European Union, a disease is defined as rare when it affects
fewer than 1 in 2000 people. Currently, there are up to 8000 described rare diseases (RDs) …

A methodology for a minimum data set for rare diseases to support national centers of excellence for healthcare and research

R Choquet, M Maaroufi, A de Carrara… - Journal of the …, 2015 - academic.oup.com
Background Although rare disease patients make up approximately 6–8% of all patients in
Europe, it is often difficult to find the necessary expertise for diagnosis and care and the …

[HTML][HTML] Diagnosis support systems for rare diseases: a scoping review

C Faviez, X Chen, N Garcelon, A Neuraz… - Orphanet Journal of …, 2020 - Springer
Introduction Rare diseases affect approximately 350 million people worldwide. Delayed
diagnosis is frequent due to lack of knowledge of most clinicians and a small number of …