Evaluating Cluster-Based Synthetic Data Generation for Blood-Transfusion Analysis

Autor: Shannon K. S. Kroes, Matthijs van Leeuwen, Rolf H. H. Groenwold, Mart P. Janssen

Publikováno v: Journal of Cybersecurity and Privacy, Vol 3, Iss 4, Pp 882-894 (2023)

Synthetic data generation is becoming an increasingly popular approach to making privacy-sensitive data available for analysis. Recently, cluster-based synthetic data generation (CBSDG) has been proposed, which uses explainable and tractable techniqu

Externí odkaz: https://doaj.org/article/51eae3367d2a42d186b5d4b278168e18

Associations Between Symptoms, Donor Characteristics and IgG Antibody Response in 2082 COVID-19 Convalescent Plasma Donors

Autor: Marieke Vinkenoog, Maurice Steenhuis, Anja ten Brinke, J. G. Coen van Hasselt, Mart P. Janssen, Matthijs van Leeuwen, Francis H. Swaneveld, Hans Vrielink, Leo van de Watering, Franke Quee, Katja van den Hurk, Theo Rispens, Boris Hogema, C. Ellen van der Schoot

Publikováno v: Frontiers in Immunology, Vol 13 (2022)

Many studies already reported on the association between patient characteristics on the severity of COVID-19 disease outcome, but the relation with SARS-CoV-2 antibody levels is less clear. To investigate this in more detail, we performed a retrospec

Externí odkaz: https://doaj.org/article/ec2b5ae379fd42f7bd85d45b6351dad5

Validation of multisource electronic health record data: an application to blood transfusion data

Autor: Loan R. van Hoeven, Martine C. de Bruijne, Peter F. Kemper, Maria M.W. Koopman, Jan M.M. Rondeel, Anja Leyte, Hendrik Koffijberg, Mart P. Janssen, Kit C.B. Roes

Publikováno v: BMC Medical Informatics and Decision Making, Vol 17, Iss 1, Pp 1-10 (2017)

Abstract Background Although data from electronic health records (EHR) are often used for research purposes, systematic validation of these data prior to their use is not standard practice. Existing validation frameworks discuss validity concepts wit

Externí odkaz: https://doaj.org/article/a19b8a79534f435c88d9280b1ef87c83

Mapping anticipated advantages and disadvantages of implementation of extensive donor genotyping: A focus group approach

Autor: Jessie S. Luken, Sebastien P. Ritsema, Merel M. Van der Wal, C. Ellen van der Schoot, Etiënne A. J. A. Rouwette, Masja de Haas, Mart P. Janssen

Publikováno v: Transfusion Medicine, 32, 366-374
Transfusion Medicine, 32(5), 366-374. WILEY
Transfusion medicine (Oxford, England), 32(5), 366-374. Wiley-Blackwell
Transfusion Medicine, 32, 5, pp. 366-374

Background and objectives: Current genotyping techniques allow typing of all relevant red cell, human leukocyte and platelet antigens in a single analysis. Even genetic markers related to donor health can be added. Implementation of this technology w

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d6de8184e2270fc0f3163f88627d54f0
https://doi.org/10.1111/tme.12887

Predicting Vasovagal Reactions to Needles from Facial Action Units

Autor: Judita Rudokaite, Itir Onal Ertugrul, Sharon Ong, Mart P. Janssen, Elisabeth Huis in ‘t Veld

Publikováno v: Journal of Clinical Medicine, 12(4):1644, 1-14. MDPI AG
Journal of Clinical Medicine; Volume 12; Issue 4; Pages: 1644

Background: Merely the sight of needles can cause extreme emotional and physical (vasovagal) reactions (VVRs). However, needle fear and VVRs are not easy to measure nor prevent as they are automatic and difficult to self-report. This study aims to in

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9fd657131bd92a8ced2f69185a931c38
https://research.tilburguniversity.edu/en/publications/149e29c4-112f-41cb-828f-28138a62bbb5