Research output per year
Research output per year
Personal profile
Biography
dr. Malin Overmars (1995) is a postdoctoral researcher at the Central Diagnostic Laboratory of the University Medical Center Utrecht. She studied Communication and Information Sciences (BA) at the University of Groningen and Data Science (MSc) at Tilburg University. She obtained her PhD in 2024. During her PhD she studied the (re)use of big data, particularly routinely collected healthcare data, for a personalized understanding of cardiovascular disease. She employed several data science techniques such as artificial intelligence, machine learning, natural language processing and network analysis to analyse this data.
Her current research focuses on improving diagnostics using data science to further personalize cardiovascular healthcare. She particularly enjoys working in multidisciplinary teams to address cardiovascular problems, combining her expertise in Data Science and Communication and Information Sciences to effectively present complex data in an effective and understandable way for a wide range of clinical professionals.
Education/Academic qualification
MSc Data Science, Tilburg University
1 Sept 2018 → 1 Sept 2019
Award Date: 1 Sept 2019
BA Communication and Information Sciences, University of Groningen
1 Feb 2015 → 1 Feb 2018
Award Date: 1 Jun 2019
Keywords
- QA75 Electronic computers. Computer science
- Data Science
- Machine Learning
- Electronic Health Records
- Algorithms
- Clinical Decision Support
- R Medicine (General)
- Cardiovascular Disease
- Cerebral Small Vessel Disease
- Cerebrovascular disease
- Hematology
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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A Wolf in Sheep's Clothing: Reuse of Routinely Obtained Laboratory Data in Research
Overmars, L. M., Niemantsverdriet, M. S. A., Groenhof, T. K. J., De Groot, M. C. H., Hulsbergen-Veelken, C. A. R., Van Solinge, W. W., Musson, R. E. A., Ten Berg, M. J., Hoefer, I. E. & Haitjema, S., Nov 2022, In: Journal of Medical Internet Research. 24, 11, e40516.Research output: Contribution to journal › Review article › peer-review
Open AccessFile7 Downloads (Pure) -
A cluster of blood-based protein biomarkers reflecting coagulation relates to the burden of cerebral small vessel disease
Kuipers, S., Overmars, L. M., van Es, B., de Bresser, J., Bron, E. E., Hoefer, I. E., Kappelle, L. J., Teunissen, C. E., Biessels, G. J. & Haitjema, S., 1 Jul 2022, In: Journal of Cerebral Blood Flow and Metabolism. 42, 7, p. 1282-1293 12 p.Research output: Contribution to journal › Article › Academic › peer-review
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Preventing unnecessary imaging in patients suspect of coronary artery disease through machine learning of electronic health records
Overmars, M., van Es, B., Groepenhoff, F., de Groot, M., Pasterkamp, G., den Ruijter, H. M., van Solinge, W. W., Höfer, IE. & Haitjema, S., Mar 2022, In: European Heart Journal - Digital Health. 3, 1, p. 11-19 9 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile5 Citations (Scopus)11 Downloads (Pure) -
Identification and prediction of difficult-to-treat rheumatoid arthritis patients in structured and unstructured routine care data: results from a hackathon
Messelink, M. A., Roodenrijs, N. M. T., van Es, B., Hulsbergen-Veelken, C. A. R., Jong, S., Overmars, L. M., Reteig, L. C., Tan, S. C., Tauber, T., van Laar, J. M., Welsing, P. M. J. & Haitjema, S., 8 Jul 2021, In: Arthritis Research and Therapy. 23, 1, p. 1-10 184.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile16 Downloads (Pure) -
Cardiovascular imaging of women and men visiting the outpatient clinic with chest pain or discomfort: design and rationale of the ARGUS Study
Groepenhoff, F., Eikendal, A. L. M., Bots, S. H., van Ommen, A-M., Overmars, L. M., Kapteijn, D., Pasterkamp, G., Reiber, J. H. C., Hautemann, D., Menken, R., Wittekoek, M. E., Hofstra, L., Onland-Moret, N. C., Haitjema, S., Hoefer, I., Leiner, T. & den Ruijter, H. M., 15 Dec 2020, In: BMJ Open. 10, 12, p. 1-7 e040712.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile8 Downloads (Pure)
Activities
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Finding the Clinical Trails of Cognitive Impairment in Heart Failure by Text Mining of Letters from Routine Care
Malin Overmars (Speaker)
24 Jun 2024Activity: Talk or presentation › Oral presentation › Academic
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8th Translational Cardiovascular Research Meeting
Malin Overmars (Invited speaker)
20 Jun 2024Activity: Participating in or organising an event › Participation in conference › Academic
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AI kan diagnose en behandeling hart- en vaatziekten verbeteren
Malin Overmars (Speaker)
11 Mar 2024Activity: Other › Types of Public engagement and outreach - Media article or participation
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Resultaat van de maand: data-onderzoeker Malin Overmars
Malin Overmars (Speaker)
7 Mar 2024Activity: Other › Types of Public engagement and outreach - Media article or participation
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Characteristics of Peripheral Blood Cells are Independently Related to Major Adverse Cardiovascular Events after Carotid Endarterectomy
Malin Overmars (Speaker)
26 Aug 2023Activity: Talk or presentation › Oral presentation › Academic
Press/Media
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AI kan diagnose en behandeling hart- en vaatziekten verbeteren
11/03/24
1 Media contribution
Press/Media: Public Engagement Activities
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Resultaat van de maand: data-onderzoeker Malin Overmars
7/03/24
1 Media contribution
Press/Media: Public Engagement Activities