Can Synthetic Data Allow for Smaller Sample Sizes in Chronic Urticaria Research?
Synthetic data could replicate RWD with reasonable accuracy for patients with CSU down to 25% of the original population size. This method has the potential to extend small patient subgroups in clinical and epidemiological research.
Authors
- Alicja Kasperska−Zając (ORCID: https://orcid.org/0000-0002-2000-0070)
- Jonny Peter (ORCID: https://orcid.org/0000-0002-2658-0723)
- Pavel Kolkhir (ORCID: https://orcid.org/0000-0001-5380-8132)
- Ali Salehzadeh‐Yazdi (ORCID: https://orcid.org/0000-0002-1678-0051)
- Joachim Dissemond (ORCID: https://orcid.org/0000-0003-3893-328X)
- Simon Francis Thomsen (ORCID: https://orcid.org/0000-0002-4838-300X)
- Pascale Salameh (ORCID: https://orcid.org/0000-0002-4780-0772)
- Stamatios Gregoriou (ORCID: https://orcid.org/0000-0002-7585-1032)
- Michael P. Makris (ORCID: https://orcid.org/0000-0003-2713-2380)
- Kanokvalai Kulthanan (ORCID: https://orcid.org/0000-0002-7618-821X)
- Melba Muñoz (ORCID: https://orcid.org/0000-0003-3386-4502)
- Papapit Tuchinda (ORCID: https://orcid.org/0000-0002-0599-4062)
- Cascia Day (ORCID: https://orcid.org/0000-0002-8090-3861)
- Andrea Bauer (ORCID: https://orcid.org/0000-0002-4411-3088)
- Marina S. Lebedkina (ORCID: https://orcid.org/0000-0002-9545-4720)
- Mehraneh Movahedi Aliabadi (ORCID: https://orcid.org/0000-0002-0456-1994)
- Lea Kiefer (ORCID: https://orcid.org/0000-0003-2882-4784)
- Gerelma Andrenova (ORCID: https://orcid.org/0000-0001-7053-3900)
- Martin Metz (ORCID: https://orcid.org/0000-0002-4070-9976)
- Samad Jahandideh
- Mateusz Zamłyński (ORCID: https://orcid.org/0000-0001-6554-7814)
- Elena Kovalkova (ORCID: https://orcid.org/0000-0002-1212-3767)
- Daria Fomina (ORCID: https://orcid.org/0000-0002-5083-6637)
- Martijn B. A. van Doorn (ORCID: https://orcid.org/0000-0003-1672-7899)
- Annika Gutsche (ORCID: https://orcid.org/0000-0001-9120-1999)
- Karsten Weller (ORCID: https://orcid.org/0000-0003-4437-0313)
- M Zając (ORCID: https://orcid.org/0000-0001-5744-3230)
- Claudio Alberto Salvador Parisi (ORCID: https://orcid.org/0000-0002-6936-5599)
- Emek Kocatürk
- Carrie McDougall
- Nikolai Streliaev
- Maryam Khoskhkui
- Mehran Roodsaz
- Serkan Kutan
Institutions
- University of Copenhagen (DK)
- Bahçeşehir University (TR)
- Siriraj Hospital (TH)
- University of Cape Town (ZA)
- Lebanese University (LB)
- Mashhad University of Medical Sciences (IR)
- Medical University of Silesia (PL)
- University of Nicosia (CY)
- Sechenov University (RU)
- Constructor University (DE)
- Tilburg University (NL)
- National and Kapodistrian University of Athens (GR)
- Bispebjerg Hospital (DK)
- Hospital Italiano de Buenos Aires (AR)
- Humboldt-Universität zu Berlin (DE)
- Ministry of Public Health (LB)
- Moscow Research and Clinical Center for Neuropsychiatry (RU)
- Fraunhofer Institute for Translational Medicine and Pharmacology (DE)
- South African Tuberculosis Vaccine Initiative (ZA)
- Essen University Hospital (DE)
- Andreas Sygros Hospital (GR)
- City Clinical Hospital (RU)
- University General Hospital Attikon (GR)
- Astana Medical University (KZ)
- University Hospital Carl Gustav Carus (DE)
- Lebanese American University (LB)
- University of Duisburg-Essen (DE)
- Freie Universität Berlin (DE)
- Charité - Universitätsmedizin Berlin (DE)
- Erasmus University Rotterdam (NL)
Publication Details
- Journal
- Clinical and Translational Allergy
- Published
- 2025-08-01
- DOI
- https://doi.org/10.1002/clt2.70087
- Citations
- 2
- Primary Topic
- Genetic Associations and Epidemiology
- Type
- article
- Field-Weighted Citation Impact
- 3.63