Mathie Leers

Professor Data-driven decisionmaking in Healthcare

Open Universiteit
Country flagNetherlands

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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

NETHERLANDS
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Paul Savelkoul

University of Maastricht

NETHERLANDS
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Roderick P Venekamp

Associate Professor

University Medical Center Groningen

NETHERLANDS
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Petra Wolffs

Assistant Professor

Maastricht University Medical Centre

NETHERLANDS
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Jochen Cals

Professor

University of Maastricht

NETHERLANDS
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Natal van Riel

Eindhoven University of Technology

NETHERLANDS
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Inge H.M. van Loo

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NETHERLANDS
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