Mathie Leers
Professor Data-driven decisionmaking in Healthcare
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About
Professor Mathie Leers is a faculty member at the Open Universiteit in the Netherlands, specializing in data-driven decision-making in healthcare. His recent research focuses on diagnostics and risk prediction models related to various health conditions, including COVID-19, venous thromboembolism, and hematological malignancies. With contributions to numerous articles, he aims to enhance clinical outcomes through improved analytical methodologies and insights into biological variations.
Articles (10)
Year:
2025
Year:
2025
Year:
2025
Objectives The present study examines the temporal association between the changes in SARS-CoV-2 viral load during infection and whether the CoLab-score can facilitate de-isolation. Methods Nasal swabs and blood samples were collected from ICU-admitted SARS-CoV-2 positive patients at Maastricht UMC+ from March 25, 2020 to October 1, 2021. The CoLab-score was calculated based on 10 blood parameters and age and can range from −43 to 6. Three mixed effects analyses compared patient categories based on initial PCR Ct values (low; Ct≤20, mid; 20>Ct≤30, high; Ct>30), serial PCR Ct values to CoLab-scores over time, and the association between within-patient delta Ct values and CoLab-scores. Results In 324 patients, the median Ct was 33, and the median CoLab-score was −1.78. Mid (n=110) and low (n=41) Ct-categories had higher CoLab-scores over time (+0.60 points, 95 % CI; 0.04–1.17, and +0.28 points, 95 % CI −0.49 to 1.04) compared to the high Ct (n=87) category. Over time, higher serial Ct values were associated with lower serial CoLab-scores, decreasing by −0.07 points (95 % CI; −0.11 to −0.02) per day. Increasing delta Ct values were associated with a decreasing delta CoLab-score of −0.12 (95 % CI; −0.23; −0.01). Conclusions The study found an association between lower viral load on admission and reduced CoLab-score. Additionally, a decrease in viral load over time was associated with a decrease in CoLab-score. Therefore, the CoLab-score may make patient de-isolation an option based on the CoLab-score.
Year:
2024
Year:
2024
Year:
2024
Year:
2024
Year:
2024
Year:
2024
Year:
2024
Collaborators (7)
Bart L. Haagmans
Principal Investigator / Associate Professor - PhD
Erasmus MC
Paul Savelkoul
University of Maastricht
Roderick P Venekamp
Associate Professor
University Medical Center Groningen
Petra Wolffs
Assistant Professor
Maastricht University Medical Centre
Jochen Cals
Professor
University of Maastricht
Natal van Riel
Eindhoven University of Technology
Inge H.M. van Loo
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