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Ebiomedicine|October 4, 2023
Detecting changes in the performance of a clinical machine learning tool over timeMichiel Schinkel, Anneroos W Boerman, Ketan Paranjape, et al.
Scientific Reports|May 24, 2023
Embracing cohort heterogeneity in clinical machine learning development: a step toward generalizable modelsMichiel Schinkel, Frank C Bennis, Anneroos W Boerman, et al.
Clinical Chemistry and Laboratory Medicine|December 16, 2022
The usefulness of implementing minimum retest intervals in reducing inappropriate laboratory test requests in a Dutch hospitalAnneroos W Boerman, Muhammad Al-Dulaimy, Yvonne C Bandt, et al.
Plos One|January 21, 2015
Persistent high IgG phase I antibody levels against Coxiella burnetii among veterinarians compared to patients previously diagnosed with acute Q fever after three years of follow-upCornelia C H Wielders, Anneroos W Boerman, Barbara Schimmer, et al.
The Journal of Applied Laboratory Medicine|November 5, 2025
Predicting Urine Culture Outcomes in Adult Patients Using Machine Learning with the Aim of Reducing Unnecessary Urine CulturesAnneroos W Boerman, Manon M van Ingen, Hans H M Schotman, et al.
Ebiomedicine|July 19, 2022
Diagnostic stewardship for blood cultures in the emergency department: A multicenter validation and prospective evaluation of a machine learning prediction toolMichiel Schinkel, Anneroos W Boerman, Frank C Bennis, et al.
International Journal for Quality in Health Care : Journal of the International Society for Quality in Health Care|May 6, 2023
Leaving the hospital on time: hospital bed utilization and reasons for discharge delay in the NetherlandsEva van den Ende, Bo Schouten, Lara Pladet, et al.
BMJ Open|May 31, 2024
Appropriate use of blood cultures in the emergency department through machine learning (ABC): study protocol for a randomised controlled non-inferiority trialAnuschka Y van der Zaag, Sheena C Bhagirath, Anneroos W Boerman, et al.
BMJ Open|January 5, 2022
Using machine learning to predict blood culture outcomes in the emergency department: a single-centre, retrospective, observational studyAnneroos W Boerman, Michiel Schinkel, Lotta Meijerink, et al.
JAMA Network Open|July 25, 2019
Association of a Multifaceted Intervention With Ordering of Unnecessary Laboratory Tests Among Caregivers in Internal Medicine DepartmentsRenuka S Bindraban, Marlou van Beneden, Mark H H Kramer, et al.
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