Profile photo Malin Overmars-Habermehl

Malin Overmars-Habermehl

Researcher/Postdoc

Strategic program(s):

Biography

Malin Overmars, PhD is a postdoctoral researcher in the Vascular Cognitive Impairment (VCI) group (PI: Prof. Geert Jan Biessels) within the Department of Neurology & Neurosurgery, University Medical Center Utrecht. She holds a BA in Communication and Information Sciences (University of Groningen) and an MSc in Data Science (Tilburg University). In 2024 she completed her PhD, Big Data, Small Vessels, which presented case studies showing how pattern-recognition methods applied to large biomedical datasets—including routine care data and proteomics—can help characterize and subtype cardiovascular disease.

Her current work focuses on vascular cognitive impairment, developing interpretable, data-driven approaches for personalized diagnostics and patient subtyping by integrating MRI, blood-based biomarkers, and routine clinical data. Methodologically, she works with Bayesian networks, machine learning, natural language processing, and clustering.

She is part of the national consortia TAP-Dementia (ZonMW) and Heart–Brain Connection (Dutch Heart Foundation) and contributes to open, reproducible research by sharing code and workflows on GitHub. She also publishes accessible blogs about her research for a broader audience on Substack.

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Contact

Recent publications

Optimising coronary imaging decisions with machine learning L Malin Overmars, Bram van Es, Floor Groepenhoff, Mark C H De Groot, G Aernout Somsen, Sophie Heleen Bots, I Igor Tulevski, Leonard Hofstra, Hester M den Ruijter, Wouter W van Solinge, Imo Hoefer, Saskia Haitjema
Open Heart, 2025, vol. 12
Big Data, Small Vessels Malin Overmars
2024
A cluster of blood-based protein biomarkers associated with decreased cerebral blood flow relates to future cardiovascular events in patients with cardiovascular disease L Malin Overmars, Sanne Kuipers, Bram van Es, Jeroen de Bresser, Esther E Bron, Imo E Hoefer, Wouter W Van Solinge, L Jaap Kappelle, Matthias Jp van Osch, Charlotte E Teunissen, Geert Jan Biessels, Saskia Haitjema,
Journal of Cerebral Blood Flow and Metabolism, 2023, vol. 43, p.2060-2071
Sexual dimorphism in peripheral blood cell characteristics linked to recanalization success of endovascular thrombectomy in acute ischemic stroke L Malin Overmars, Wouter W van Solinge, Hester M den Ruijter, H Bart van der Worp, Bram Van Es, Cornelia A R Hulsbergen-Veelken, Geert Jan Biessels, Lieza G Exalto, Saskia Haitjema
Journal of thrombosis and thrombolysis, 2023, vol. 56, p.614-625
Characteristics of peripheral blood cells are independently related to major adverse cardiovascular events after carotid endarterectomy L. Malin Overmars, Joost M. Mekke, Wouter W. van Solinge, Saskia C.A. De Jager, Cornelia A.R. Hulsbergen-Veelken, Imo E. Hoefer, Dominique P.V. de Kleijn, Gert J. de Borst, Sander W. van der Laan, Saskia Haitjema
Atherosclerosis Plus, 2023, vol. 52, p.32-40
A cluster of blood-based protein biomarkers reflecting coagulation relates to the burden of cerebral small vessel disease Sanne Kuipers, L Malin Overmars, Bram van Es, Jeroen de Bresser, Esther E Bron, Imo E Hoefer, L Jaap Kappelle, Charlotte E Teunissen, Geert Jan Biessels, Saskia Haitjema
Journal of Cerebral Blood Flow and Metabolism, 2022, vol. 42, p.1282-1293