Work / Publications

Publications

Newest first. Every entry says what it is: a journal paper, a conference abstract, a chapter, a preprint or the thesis. Counting them together would flatter the list, so the page does not.

2026 Client Participation per Round in Federated Learning for Multiple Sclerosis with Real-World DataConference Studies in Health Technology and Informatics 336 230-231. Pirmani, MSBase Study Group, Moreau, Peeters Development and Design of FLKit: A Structured Onboarding Toolkit for Federated Learning in Health and Life SciencesPreprintSelected arXiv preprint arXiv:2606.23500. Pirmani, Vermeulen, Vinterhalter, Geys, Faes, Ali, et al. Good for All, Not Good Enough for One: Reuse Dilemma in Federated LearningJournalSelected Studies in Health Technology and Informatics 336 1093-1097. Pirmani, Moreau, Peeters 2025 FLoRank: adaptive structured personalisation for federated prediction of disability progression in multiple sclerosisConferenceSelected ECTRIMS 2025, Multiple Sclerosis Journal 31(3 suppl) 491-492. Pirmani, Moreau, Peeters Personalized federated learning for predicting disability progression in multiple sclerosis using real-world routine clinical dataJournalSelected npj Digital Medicine 8(478). Pirmani, De Brouwer, Arany, Oldenhof, Passemiers, Faes, et al. 2024 Accessible ecosystem for clinical research (federated learning for everyone): development and usability studyJournalSelected JMIR Formative Research 8 e55496. Pirmani, Oldenhof, Peeters, De Brouwer, Moreau Federated Block-Term Tensor Regression for decentralised data analysis in healthcarePreprint arXiv preprint arXiv:2412.06815. Faes, Pirmani, Moreau, Peeters From Centralized to Federated: The Journey of Data in HealthcareThesis Pirmani, Moreau, Peeters, Hellings Transforming Multiple Sclerosis Research: Advancing Disability Progression Insights through Practical and Precise Federated Learning using Real-World DataAbstract Pirmani, De Brouwer, Oldenhof, Passemiers, Van Wijmeersch, Butzkueven, et al. Unlocking the Power of Real-World Data: A Framework for Sustainable HealthcareJournal Studies in Health Technology and Informatics 316 1582-1583 2023 The Journey of Data Within a Global Data Sharing Initiative: A Federated 3-Layer Data Analysis Pipeline to Scale Up Multiple Sclerosis ResearchJournalSelected JMIR Medical Informatics 11(1) e48030. Pirmani, De Brouwer, Geys, Parciak, Moreau, Peeters 2022 Augmenting THerapeutic Effectiveness Through Novel Analytics (ATHENA)-A Public and Private Partnership Project Funded by the Flemish Government (VLAIO)Chapter Challenges of Trustable AI and Added-Value on Health 829-833. Petsophonsakul, Pirmani, De Brouwer, Akand, Botermans, Van Der Aa, et al. Severity of COVID19 infection among patients with multiple sclerosis treated with interferon-betaJournal Multiple Sclerosis and Related Disorders 66 104072. Simpson-Yap, Pirmani, De Brouwer, Peeters, Geys, Parciak, et al. Updated results of the COVID-19 in MS global data sharing initiative: anti-CD20 DMTs deleterious for COVID-19 severity but interferons not protective among people with MSAbstract Simpson-Yap, Pirmani, Kalincik, De Brouwer, Geys, Parciak, et al. Updated results of the COVID-19 in MS global data sharing initiative: anti-CD20 and other risk factors associated with COVID-19 severityJournalSelected Neurology: Neuroimmunology & Neuroinflammation 9(6) e200021. Simpson-Yap, Pirmani, Kalincik, De Brouwer, Geys, Parciak, et al. 2021 Associations of DMT therapies with COVID-19 severity in multiple sclerosisJournal International Journal of Epidemiology 50. Simpson-Yap, Brouwer, Kalincik, Rijke, Hillert, Walton, et al. Associations of disease-modifying therapies with COVID-19 severity in multiple sclerosisJournalSelected Neurology 97(19) e1870-e1885. Simpson-Yap, De Brouwer, Kalincik, Rijke, Hillert, Walton, et al. Multiple Sclerosis Data Alliance-A global multi-stakeholder collaboration to scale-up real world data researchJournal Multiple Sclerosis and Related Disorders 47 102634. Peeters, Parciak, Kalra, Moreau, Kasilingam, Van Galen, et al. The Multiple Sclerosis Data Alliance Catalogue: enabling web-based discovery of metadata from real-world multiple sclerosis data sourcesJournal International journal of MS care 23(6) 261-268. Geys, Parciak, Pirmani, McBurney, Schmidt, Malbasa, et al. Updated results of the COVID-19 in MS global data sharing initiative validate consistent associations of anti-CD20 and other reported risk factors with severe COVID-19 outcomesAbstract Simpson-Yap, Helme, Rijke, Kalincik, Hillert, Moreau, et al. 2020 COVID-19 in people with multiple sclerosis: a global data sharing initiativeJournal Multiple Sclerosis Journal 26(10) 1157-1162. Peeters, Parciak, Walton, Geys, Moreau, De Brouwer, et al. First results of the COVID-19 in MS Global Data Sharing Initiative suggest anti-CD20 DMTs are associated with worse COVID-19 outcomesJournal Multiple Sclerosis Journal 26(3 SUPPL) 48-49. Simpson-Yap, Kalincik, Rijke, Hillert, Walton, Edan, et al.

Citation counts on Google Scholar

Let's talk.

If your question depends on health data that can't simply be put in one place, I probably want to hear about it.

Email me

TurkishMerhabaAzeri, my mother tongue, as written in Urmia: xoş gəldin, welcomeخوش گلدینAzerbaijani, as written in AzerbaijanSalamPersian, the language of school: dorudدرودEnglishHelloDutch, as said in FlandersDagyou
A greeting in each language I speak, where it lives.